Recent Related Publications from the Founding Members of Center for Human Dynamics and Decision Support (HDMA).

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2024

Park, J, Tsou, M. H., Nara, A., Dodge, S., & Cassels, S. (2024). Examining human mobility changes during COVID-19 across socioeconomic groups: a comparative analysis of San Diego County and New York City. Computational Urban Science, 4(1), 21.https://link.springer.com/article/10.1007/s43762-024-00133-1
Maione, C., Fernandez, G. and Vito, D., Participatory mapping of transboundary pollution: The case of Imperial Beach, California. Frontiers in Sustainable Tourism, 3, p.1371270. https://doi.org/10.3389/frsut.2024.1371270
Ferrante M., Conti Oliveri G., Vito D., Fernandez G., Maione C., Lauriola P., Piscitelli P., Tagle Gomez Jimenez M., Dora C., Serrano Pons J., Conforti C., Panisello J., Sol Ventura P., Bernotti I., Ruiz Martin C., Buloz E., Trombetta M., Banfi G., Tageo V., 2024. “Preface and Abstracts. Proceedings of the 2nd International One Health Conference 2023.” Bridging the gap: from science to policy, from policy to implementation. University of Catania, October 19-20, Medical Sciences Forum 2024, 25(1), 5; Catania, (Italy), https://doi/org/10.3390/msf2024025005
Moctezuma Nunez M., and Fernandez G., 2024. “Barrio Logan Case Study: Modern Environmental Injustice.” Proceedings of the 2nd International One Health Conference 2023. Bridging the gap: from science to policy, from policy to implementation. October 19-20, 2023, Medical Sciences Forum 2024, 25(1), 9. Barcelona, (Spain), https://doi.org/10.3390/msf2024025009
Embury, J., Nara, A., Rey, S., Tsou, M. H., & Ghanipoor Machiani, S. (2024). Detecting synthetic population bias using a spatially-oriented framework and independent validation data. International Journal of Geographical Information Science, 1–27.https://doi.org/10.1080/13658816.2024.2358399
Park, J, Tsou, M. H., Nara, A., Cassels, S., Dodge, S. (2024). Developing a social sensing index for monitoring place-oriented mental health issues using social media (twitter) data. Urban Informatics, 3(1). https://doi.org/10.1007/s44212-023-00033-5
Cao, Y., Yang, J.-A., Nara, A. , & Jankowska, M. M. (2024). Designing and Evaluating a Hierarchical Framework for Matching Food Outlets across Multi-sourced Geospatial Datasets: a Case Study of San Diego County. Journal of Urban Health. https://doi.org/10.1007/s11524-023-00817-9

2023

Maione C., Fernandez G., and Vito D., 2023. “Participatory mapping of transboundary pollution. The case of Imperial Beach, California.” UN World Environment Day 2023: Sustainable Tourism and the Global Waste and Plastic Crisis, Frontiers in Sustainable Tourism, Section Climate and Global Environmental Consequences Behaviors and Behavior Change in Tourism, 3:1371270, https://doi.org/frsut.2024.1371270
Tsou, M. H., & Mejia, C. (2023). Beyond mapping: extend the role of cartographers to user interface designers in the Metaverse using virtual reality, augmented reality, and mixed reality. Cartography and Geographic Information Science, 1-15. https://doi.org/10.1080/15230406.2023.2264748
Dang, L., Wang, C., Tsou, M. H., Hou, Y. E., & Han, H. (2023). Sentiment analysis of COVID-19 related social distancing using twitter data based on deep learning. Multimedia Tools and Applications, 1-26. https://doi.org/10.1007/s11042-023-17011-3
Luo, N., Nara, A., Khoo, H. L., & Chen, M. (2024). An integration modeling framework for individual-scale daily mobility estimation. Travel Behaviour and Society, 34, 100650. https://doi.org/10.1016/j.tbs.2023.100650
Jin, C., Park, S., Ha, H. J., Lee, J., Kim, J., Hutchenreuther, J., & Nara, A. (2023). Predicting households’ residential mobility trajectories with geographically localized interpretable model-agnostic explanation (GLIME). International Journal of Geographical Information Science, 1-23. https://doi.org/10.1080/13658816.2023.2264921
Chin, W. C. B., Feng, C. C., Leong, C. H., Pang, J., Clapham, H. E., Nara, A., ... & Wang, Y. C. (2023). Integrating local and neighboring area influences into vulnerability modeling of infectious diseases in Singapore. International Journal of Applied Earth Observation and Geoinformation, 121, 103376. https://doi.org/10.1016/j.jag.2023.103376
Fernandez, G., Maione, C., Yang, H., Zaballa, K., Bonnici, N., Carter, J., ... & Tsou, M. H. (2022). COVID-19 Societal Effects and Perceptions: A Case Study of Italy" Medical Sciences Forum 19, no. 1: 10. https://doi.org/10.3390/msf2023019010

2022

Tsou, M. H., Xu, J., Lin, C. D., Daniels, M., Embury, J., Park, J., ... & Gibbons, J. (2022). Analyzing Spatial-Temporal Impacts of Neighborhood Socioeconomic Status Variables on COVID-19 Outbreaks as Potential Social Determinants of Health. Annals of the American Association of Geographers, 1-22. https://doi.org/10.1080/24694452.2022.2149460
Embury J., Tsou MH, Nara A, Oren E. (2022). A Spatio-Demographic Perspective on the Role of Social Determinants of Health and Chronic Disease in Determining a Population’s Vulnerability to COVID-19. Preventing Chronic Disease 2022; 19:210414. http://dx.doi.org/10.5888/pcd19.210414
Zaballa K., Fernandez, G., Maione, C., Bonnici, N., Carter, J., Vito, D., & Tsou, M. H. (2022). Social Response to COVID-19 SMART Dashboard: Proposal for Case Study. In International Conference on Smart Homes and Health Telematics (pp. 154-165). Springer, Cham. https://link.springer.com/chapter/10.1007/978-3-031-09593-1_12
Fernandez, G., Maione, C., Yang, H., Zaballa, K., Bonnici, N., Carter, J., ... & Tsou, M. H. (2022). Social Network Analysis of COVID-19 Sentiments: 10 Metropolitan Cities in Italy. International Journal of Environmental Research and Public Health, 19(13), 7720. https://www.mdpi.com/1660-4601/19/13/7720

2021

Tsou MH., Zhang H., Park J., Nara A., Jung CT. (2021) Spatial Distribution Patterns of Geo-tagged Twitter Data Created by Social Media Bots and Recommended Data Wrangling Procedures. In: Nara A., Tsou MH. (eds) Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics. Human Dynamics in Smart Cities. Springer, Cham. https://doi.org/10.1007/978-3-030-83010-6_14
Tsou MH. (2021) The Future of Human Dynamics Study: Research Challenges and Opportunities During and After the COVID-19 Pandemic. In: Nara A., Tsou MH. (eds) Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics. Human Dynamics in Smart Cities. Springer, Cham. https://doi.org/10.1007/978-3-030-83010-6_15
Spitzberg, Brian H., Ming‐Hsiang Tsou, and Mark Gawron. "Social Media Surveillance and (Dis) Misinformation in the COVID‐19 Pandemic." Communicating Science in Times of Crisis: The COVID‐19 Pandemic (2021): 262-301.
Spitzberg, Brian H., Ming‐Hsiang Tsou, and Chin‐Te Jung. (2020). "Leveraging social media for applied problems: Case studies in mapping cyberspace to realspace." The Handbook of Applied Communication Research (2020): 163-182.https://doi.org/10.1002/9781119399926.ch10
Gabriela Fernandez, Carol Maione, Karenina Zaballa, Norbert Bonnici, Brian H. Spitzberg, Jarai Carter, Harrison Yang, Jack McKew, Filippo Bonora, Shraddha S. Ghodke, Chanwoo Jin, Rachelle De Ocampo, Wayne Kepner & Ming-Hsiang Tsou (2021) The Geography of Covid-19 Spread in Italy Using Social Media and Geospatial Data Analytics, The International Journal of Intelligence, Security, and Public Affairs, DOI: 10.1080/23800992.2021.1994813
Obrochta, Chelsea A., James D. Murphy, Ming-Hsiang Tsou, and Caroline A. Thompson. (2021) "Disentangling Racial, Ethnic and Socioeconomic Disparities in Treatment for Colorectal Cancer." Cancer Epidemiology and Prevention Biomarkers. 30:1546–53.
Ashing, K. T., Song, G., O’Connor, T., Obodo, U., Abuan, F., Dawson, C. T., ... & Tsou, M. H. (2021). Spatial and Descriptive Analysis of Smoke and Vape Shop Locations Focusing on a Cancer Center Neighboring Catchment Area. Papers in Applied Geography, 1-11.
Nara, A., & Tsou, M.-H. (Eds.). (2021). Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics. Springer International Publishing. https://doi.org/10.1007/978-3-030-83010-6
Luo, N., Nara, A., & Izumi, K. (2021). An Interaction-Based Bayesian Network Framework for Surgical Workflow Segmentation. International Journal of Environmental Research and Public Health, 18(12), 6401. https://doi.org/10.3390/ijerph18126401
Şalap-Ayça, S., Jankowski, P., Clarke, K. C., &Nara, A.(2021). Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling. Environmental Modelling & Software, 145, 105181. https://doi.org/10.1016/j.envsoft.2021.105181
Solem, M., Dony, C., Herman, T., León, K., Magdy, A., Nara, A., Ray, W., Rey, S., & Russell, R. (2021). Building Educational Capacity for Inclusive Geocomputation: A Research-Practice Partnership in Southern California. Journal of Geography, 0(0), 1–8.https://doi.org/10.1080/00221341.2021.1933140
Melendez, B., Ghanipoor Machiani, S., & Nara, A.(2021). Modelling traffic during Lilac Wildfire evacuation using cellular data. Transportation Research Interdisciplinary Perspectives, 9, 100335. https://doi.org/10.1016/j.trip.2021.100335
Luo, N.,Nara, A., & Izumi, K. (2021). An Interaction-Based Bayesian Network Framework for Surgical Workflow Segmentation. International Journal of Environmental Research and Public Health, 18(12), 6401. https://doi.org/10.3390/ijerph18126401
Nara, A.(2021). Agent-Based Modeling. In B. Warf (Ed.), Oxford Bibliographies in Geography. Oxford University Press.https://doi.org/10.1093/obo/9780199874002-0236
Huang, C.-C.,Nara, A., Gibbons, J., & Tsou, M.-H. (2021). Exploring Gentrification Through Social Media Data and Text Clustering Techniques. In A. Nara & M.-H. Tsou (Eds.), Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics. 237–256, Springer International Publishing.https://doi.org/10.1007/978-3-030-83010-6_13
Nara, A.(2021). Introduction: Human Dynamics Research with Social Media and Geospatial Data Analytics. In A. Nara & M.-H. Tsou (Eds.), Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics, 1–11, Springer International Publishing.https://doi.org/10.1007/978-3-030-83010-6_1
Nara, A., Machiani, S. G., Luo, N., Ahmadi, A., Robinett, K., Tominaga, K., Park, J., Jin, C., Yang, X., & Tsou, M.-H. (2021). Learning Dependence Relationships of Evacuation Decision Making Factors from Tweets. In A. Nara & M.-H. Tsou (Eds.), Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics, 113–138, Springer International Publishing.https://doi.org/10.1007/978-3-030-83010-6_7
Tsou, M.-H., Zhang, H., Park, J., Nara, A., & Jung, C.-T. (2021). Spatial Distribution Patterns of Geo-tagged Twitter Data Created by Social Media Bots and Recommended Data Wrangling Procedures. In A. Nara & M.-H. Tsou (Eds.), Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics, 257–273, Springer International Publishing. https://doi.org/10.1007/978-3-030-83010-6_14
Huangfu, L., Mo, Y., Zhang, P., Zeng, D., & He, S. (2021). Analyzing COVID-19 vaccine tweets following vaccine rollout: A sentiment-based topic modeling approach. Journal of Medical Internet Research (Impact Factor: 5.43). https://doi.org/10.2196/31726
Sun, Y., Kong, Q., Huangfu, L., & Pan, J. (2021). Domain-oriented News Recommendation in Security Applications. In IEEE International Conference on Intelligence and Security Informatics (ISI) (Best Paper Runner-Up). https://doi.org/10.1109/ISI53945.2021.9624817
Wang, K., Zhang, X., Zhang, X., Huang, S., Li, J., & Huangfu, L. (2021). Multi-granularity scale-aware networks for hard pixels segmentation of pulmonary nodules. Biomedical Signal Processing and Control (Impact Factor: 3.88). https://doi.org/10.1016/j.bspc.2021.102890
Tang, W., Huang, S., Zhao, Q., Li, R., & Huangfu, L. (2021). An Iteratively Optimized Patch Label Inference Network for Automatic Pavement Distress Detection. IEEE Transactions on Intelligent Transportation Systems (Impact Factor: 8.41). https://doi.org/10.1109/TITS.2021.3084809
Huang, G., Huang, S., Huangfu, L., & Yang, D. (2021). Weakly Supervised Patch Label Inference Network with Image Pyramid for Pavement Diseases Recognition in the Wild. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP39728.2021.9413517
Serrano, P., & Huangfu, L. (2021). CURVE4COVID: Comprehensive Understanding via Representative Variable Exploration for COVID-19. In Annual Americas Conference on Information Systems (AMCIS) (Top 25% Paper Award). https://aisel.aisnet.org/amcis2021/healthcare_it/sig_health/27/
Gibbons, Joseph. 2021a. “Distancing the Socially Distanced: Racial/Ethnic Composition’s Association with Physical Distancing in Response to COVID-19 in the U.S.” PLOS ONE 16 (5): e0251960. https://doi.org/10.1371/journal.pone.0251960
Gibbons, Joseph. 2021b. “Neighborhood Racial/Ethnic Composition and Medical Discrimination’s Relation to Mammograms: A Philadelphia Case Study.” Race and Social Problems 13 (3): 234–44. https://doi.org/10.1007/s12552-021-09312-9
Gibbons, Joseph, Tse-Chuan Yang, and Eyal Oren. 2021. “Community Boosts Immunity? Exploring the Relationship Between Social Capital and COVID-19 Social Distancing.” Spatial Demography, October. https://doi.org/10.1007/s40980-021-00096-5
Gibbons, Joseph R. 2021a. “Placing Community: Exploring Racial/Ethnic Community Connection Within and Between Racial/Ethnic Neighborhoods.” In Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics, edited by Atsushi Nara and Ming-Hsiang Tsou, 217–35. New York: Springer.
Gibbons, Joseph R. 2021b. “Neighborhood Racial/Ethnic Composition and Medical Discrimination’s Relation to Mammograms: A Philadelphia Case Study.” Race and Social Problems, January. https://doi.org/10.1007/s12552-021-09312-9
Lewis, N., Rossmann, C., de Bruijn, G. J., & Martinez, L. S.(in press). Dual Process Models and Information Engagement: Testing Effects of Seeking, Scanning, and Trust in Sources on Attitudes Toward Marijuana. Journal of Communication.
Walsh-Buhi, E., Houghton, R. F., Lange, C., Hockensmith, R., Ferrand, J., & Martinez, L. (2021). Pre-exposure Prophylaxis (PrEP) Information on Instagram: Content Analysis. JMIRPublic Health and Surveillance, 7(7), e23876.

2020

Oren, Eyal, Lourdes Martinez, R. Eliza Hensley, Purva Jain, Taufa Ahmed, Intan Purnajo, Atsushi Nara, and Ming-Hsiang Tsou. (2020) "Twitter Communication During an Outbreak of Hepatitis A in San Diego, 2016–2018." American Journal of Public Health 110, no. S3: S348-S355. https://ajph.aphapublications.org/doi/full/10.2105/AJPH.2020.305900
Liu, Bo, Yu Shi, Da-Jun Li, Yan-Dong Wang, Gabriela Fernandez, and Ming-Hsiang Tsou. (2020). "An Economic Development Evaluation Based on the OpenStreetMap Road Network Density: The Case Study of 85 Cities in China." ISPRS International Journal of Geo-Information 9, no. 9 (2020): 517. https://doi.org/10.3390/ijgi9090517
Deal, Bonnie-Elene†, Lourdes S. Martinez, Brian H. Spitzberg, and Ming-Hsiang Tsou. (2020) “I Definitely Did Not Report It When I Was Raped...# WeBelieveChristine# MeToo”: A Content Analysis of Disclosures of Sexual Assault on Twitter. Social Media+ Society. 6, no. 4. https://doi.org/10.1177/2056305120974610
Deal, Bonnie-Elene†, Lourdes S. Martinez, Brian H. Spitzberg, and Ming-Hsiang Tsou. (2020) “I Definitely Did Not Report It When I Was Raped...# WeBelieveChristine# MeToo”: A Content Analysis of Disclosures of Sexual Assault on Twitter. Social Media+ Society. 6, no. 4. https://doi.org/10.1177/2056305120974610
Oren, E., Martinez, L., Hensley, R. E., Jain, P., Ahmed, T., Purnajo, I.,Nara, A., & Tsou, M.-H. (2020). Twitter Communication During an Outbreak of Hepatitis A in San Diego, 2016–2018. American Journal of Public Health, 110(S3), S348–S355.https://doi.org/10.2105/AJPH.2020.305900
Hawks, J. R.,Nara, A., Wells, K. J., Ferrand, J. L., & Walsh-Buhi, E. R. (2020). Gardasil on Twitter: A Content Mining Study Examining Message, Context, and Source Characteristics of Human Papilloma Virus (HPV) Vaccine-Related Tweets. Health, 12(9), 1105–1120. https://doi.org/10.4236/health.2020.129081
Hawks, J. R., Madanat, H., Walsh-Buhi, E. R., Hartman, S.,Nara, A., Strong, D., & Anderson, C. (2020). Narrative review of social media as a research tool for diet and weight loss. Computers in Human Behavior, 111, 106426. https://doi.org/10.1016/j.chb.2020.106426
Obrochta, C. A., Nara, A., Murphy, J., & Thompson, C. A. (2020). Abstract D077: Sociodemographic and geographic disparities in treatment for early-stage non-small cell lung cancer (NSCLC) patients in California. Cancer Epidemiology and Prevention Biomarkers, 29(6 Supplement 2), D077–D077. https://doi.org/10.1158/1538-7755.DISP19-D077
Obrochta, C. A., Gibbons, J.,Nara, A., Murphy, J. D., & Thompson, C. A. (2020). Neighborhood disparities in timeliness of treatment for early stage lung cancer patients. Journal of Clinical Oncology, 38(15_suppl), e19017–e19017.https://doi.org/10.1200/JCO.2020.38.15_suppl.e19017
Gibbons, Joseph R. 2020a. “Evaluating the Relationship of Social Service Usage to Neighborhood Community for Older Adults: A Case Study.” Urban Affairs Review, June, 1078087420933670. https://doi.org/10.1177/1078087420933670
Gibbons, Joseph R. 2020b. “‘Placing’ the Relation of Social Media Participation to Neighborhood Community Connection.” Journal of Urban Affairs, August, 1–16. https://doi.org/10.1080/07352166.2020.1792311
Gibbons, Joseph R. 2020c. “Measuring Gentrification’s Association With Perceived Housing Unaffordability: A Philadelphia Case Study.” Housing Policy Debate, October, 1–20. https://doi.org/10.1080/10511482.2020.1810097
Gibbons, Joseph R., Michael S Barton, and Timothy T Reling. 2020. “Do Gentrifying Neighbourhoods Have Less Community? Evidence from Philadelphia.” Urban Studies 57 (6): 1143–63. https://doi.org/10.1177/0042098019829331
Gibbons, Joseph R., Tse-Chuan Yang, Elizabeth Brault, and Michael Barton. 2020. “Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities.” Int. J. Environ. Res. Public Health 17 (3910): 18. https://doi.org/10.3390/ijerph17113910
Wang, K., Zhang, X., Huang, S., Chen, F., Zhang, X., & Huangfu, L. (2020). Learning to recognize thoracic disease in chest x-rays with knowledge-guided deep zoom neural networks. IEEE Access (Impact Factor: 3.75). https://doi.org/10.1049/iet-ipr.2020.0164
Zhang, S., Huangfu, L., Zhang, Z., Huang, S., Li, P., & Wang, H. (2020). Corner detection using the point-to-centroid distance technique. IET Image Processing. https://aisel.aisnet.org/amcis2021/healthcare_it/sig_health/27/
Xing, Y., Huang, S., Huangfu, L., Chen, F., & Ge, Y. (2020). Robust Bidirectional Generative Network For Generalized Zero-Shot Learning. In IEEE International Conference on Multimedia and Expo (ICME). https://doi.org/10.1109/ICME46284.2020.9102961
Huang, S., Lin, J., & Huangfu, L.. (2020). Class-prototype discriminative network for generalized zero-shot learning. IEEE Signal Processing Letters (Impact Factor: 4.18). https://doi.org/10.1109/LSP.2020.2968213
Deal, B. E., Martinez, L. S., Spitzberg, B. H., & Tsou, M. H. (2020). “I Definitely Did Not Report It When I Was Raped...# WeBelieveChristine# MeToo”: A Content Analysis of Disclosures of Sexual Assault on Twitter. Social Media+ Society, 6(4), 2056305120974610.
Lewis, N., & Martinez, L. S. (2020). Information seeking as a predictor of risk behavior: Testing a behavior and risk information engagement model (BRIE). Journal of Health Communication, 25(6), 474-483.
Oren, E., Martinez, L., Hensley, R. E., Jain, P., Ahmed, T., Purnajo, I., ... & Tsou, M. H. (2020). Twitter communication during an outbreak of Hepatitis A in San Diego, 2016–2018. American Journal of Public Health, 110(S3), S348-S355.

2019

Jin, Chanwoo, Atsushi Nara, Jiue-An Yang, Ming-Hsiang Tsou (2019). Similarity measurement on human mobility data with spatially weighted structural similarity index. Transactions in GIS. 2019;00:1–19. https://doi.org/10.1111/tgis.12590
Yang, Jiue-An†, Ming-Hsiang Tsou, Krzysztof Janowicz, Keith C. Clarke & Piotr Jankowski (2019) Reshaping the urban hierarchy: patterns of information diffusion on social media, Geo-spatial Information Science. https://doi.org/10.1080/10095020.2019.1641970
Sharag-Eldin, Adiyana, Xinyue Ye, Brian Spitzberg, and Ming-Hsiang Tsou. (2019) The role of space and place in social media communication: two case studies of policy perspectives. Journal of Computational Social Science, pp. 1-24. https://doi.org/10.1007/s42001-019-00045-9
Obrochta, C. A., Murphy, J. D., Nara, A., & Thompson, C. A. (2019). Disparities in receipt of guideline concordant treatment for early-stage non-small cell lung cancer (NSCLC) patients in California. Journal of Clinical Oncology, 37(27_suppl), 160–160.https://doi.org/10.1200/JCO.2019.37.27_suppl.160
Seidl, D. E., Jankowski, P., Clarke, K. C., & Nara, A. (2019). Please Enter Your Home Location: Geoprivacy Attitudes and Personal Location Masking Strategies of Internet Users. Annals of the American Association of Geographers, 0(0), 1–20.https://doi.org/10.1080/24694452.2019.1654843
Thompson, C. A., Ilango, S., Gibbons, J., Nara, A., & Tsou, M.-H. (2019). Systematic Review of Geospatial Approaches to Breast Cancer Epidemiology. In D. Berrigan & N. A. Berger (Eds.), Geospatial Approaches to Energy Balance and Breast Cancer, 141-160.https://doi.org/10.1007/978-3-030-18408-7_7
Gibbons J, Malouf R, Spitzberg B, Martinez L, Appleyard B, ThompsonC, et al. (2019)Twitter-based measures of neighborhood sentiment as predictors of residential population health.PLoS ONE 14(7):e0219550. https://doi.org/10.1371/journal.pone.0219550
Bo Liang, Ye Wang & Ming-Hsiang Tsou (2019): A “fitness” Theme May Mitigate Regional Prevalence of Overweight and Obesity: Evidence from Google Search and Tweets, Journal of Health Communication. https://www.tandfonline.com/doi/full/10.1080/10810730.2019.1657526
Dang, Lanxue, Zhuo Chen, Jay Lee, Ming-Hsiang Tsou, and Xinyue Ye. "Simulating the spatial diffusion of memes on social media networks." International Journal of Geographical Information Science (2019): 1-24. https://www.tandfonline.com/doi/full/10.1080/13658816.2019.1591414
Han, Su Yeon, Ming-Hsiang Tsou, Elijah Knaap, Sergio Rey, and Guofeng Cao. "How Do Cities Flow in an Emergency? Tracing Human Mobility Patterns during a Natural Disaster with Big Data and Geospatial Data Science." Urban Science 3, no. 2 (2019): 51. https://www.mdpi.com/2413-8851/3/2/51/htm
Gawron, Jean M., Alex Dodge, Ming-Hsiang Tsou, Brian Spitzberg, and Li An. "Linguistically guided community discovery." Big Data & Society 6, no. 1 (2019): 2053951719846634. https://doi.org/10.1177%2F2053951719846634
Thompson, Caroline A., Sindana Ilango, Joseph Gibbons, Atsushi Nara, and Ming-Hsiang Tsou. "Systematic Review of Geospatial Approaches to Breast Cancer Epidemiology." In Geospatial Approaches to Energy Balance and Breast Cancer, pp. 141-160. Springer, Cham, 2019. https://link.springer.com/chapter/10.1007/978-3-030-18408-7_7
Gibbons J, Malouf R, Spitzberg B, Martinez L, Appleyard B, ThompsonC, et al. (2019)Twitter-based measures of neighborhood sentiment as predictors of residential population health.PLoS ONE 14(7):e0219550. https://doi.org/10.1371/journal.pone.0219550
Yang JA., Tsou MH., Spitzberg B., An L., Gawron J.M., Gupta D. (2019) Mapping Spatial Information Landscape in Cyberspace with Social Media. In: Wang S., Goodchild M. (eds) CyberGIS for Geospatial Discovery and Innovation. GeoJournal Library, vol 118. Springer, Dordrecht, DOI: https://link.springer.com/chapter/10.1007/978-94-024-1531-5_5

2018

Twenge, J. M., Martin, G. & Spitzberg, B. H. (2018). Trends in U.S. adolescents’ media use, 1976-2016: The rise of the Internet, the decline of TV, and the (near) demise of print. Psychology of Popular Media Culture. DOI: 10.1037/ppm0000203
Shi, X., Xue, B., Tsou, M., Ye, X., Spitzberg, B., Gawron, J.M., Corliss, H., Lee, J. and Jin, R. (2018). Detecting Events from the Social Media through Exemplar-enhanced Supervised Learning. International Journal of Digital Earth. DOI: 10.1080/17538947.2018.1502369
Ye, X., Sharag-Eldin, A., & Spitzberg, B. H. (2018). Analyzing public opinions on death penalty abolishment. Chinese Sociological Dialogue. DOI: 10.1177/2397200918761665
Long, Ying, Weixin Zhai, Yao Shen, and Xinyue Ye. (2018). "Understanding uneven urban expansion with natural cities using open data." Landscape and Urban Planning 177: 281-293. DOI: 10.1016/j.landurbplan.2017.05.008
Wang, Zheye, Xinyue Ye, Jay Lee, Xiaomeng Chang, Haimeng Liu, and Qingquan Li. (2018). "A spatial econometric modeling of online social interactions using microblogs." Computers, Environment and Urban Systems 70 : 53-58. DOI: 10.1016/j.compenvurbsys.2018.02.001
Wang, Zheye, and Xinyue Ye. (2018) "Space, time, and situational awareness in natural hazards: a case study of Hurricane Sandy with social media data." Cartography and Geographic Information Science, 1-13. DOI: 10.1080/15230406.2018.1483740
Wang, Zheye, and Xinyue Ye. (2018). "Social media analytics for natural disaster management." International Journal of Geographical Information Science 32, no. 1 : 49-72. DOI: 10.1080/13658816.2017.1367003
Yang, Chao, Meng Xiao, Xuan Ding, Wenwen Tian, Yong Zhai, Jie Chen, Lei Liu, and Xinyue Ye. (2018). "Exploring human mobility patterns using geo-tagged social media data at the group level." Journal of Spatial Science : 1-18. DOI: 10.1080/14498596.2017.1421487
Ye, Xinyue, and Xingjian Liu. (2018). "Integrating social networks and spatial analyses of the built environment." 395-399. DOI: 10.1177/2399808318772381
Ye, Xinyue, Lanxue Dang, Jay Lee, Ming-Hsiang Tsou, and Zhuo Chen. (2018). "Open source social network simulator focusing on spatial meme diffusion." In Human Dynamics Research in Smart and Connected Communities, pp. 203-222. Springer, Cham, DOI: 10.1007/978-3-319-73247-3_11
Ye, Xinyue, Shengwen Li, Xining Yang, Jay Lee, and Ling Wu. (2018). "The fear of Ebola: A tale of two cities in China." In Big data support of urban planning and management, pp. 113-132. Springer, Cham, DOI: 10.1007/978-3-319-51929-6_7
Ye, Xinyue, Wenwen Li, and Qunying Huang. "A Synthesized Urban Science in the Context of Big Data and Cyberinfrastructure." In Big Data Support of Urban Planning and Management, pp. 435-448. Springer, Cham, DOI: 10.1007/978-3-319-51929-6_22
Lee, Jay, and Xinyue Ye. (2018). "An open source spatiotemporal model for simulating obesity prevalence." In GeoComputational Analysis and Modeling of Regional Systems, pp. 395-410. Springer, Cham, DOI: 10.1007/978-3-319-59511-5_20
Salap, S., Jankowski, P., Clarke, K., Kyriakidis, P., & Nara, A. (2018). A Meta-Modelling Approach for Spatio-Temporal Uncertainty and Sensitivity Analysis: An Application for a Cellular Automata based Urban Growth and Land Use Change Model. International Journal of Geographic Information Science. 32(4), 637-662. DOI: 10.1080/13658816.2017.1406944
Yang, X., Cheng, Y., & Chang, G.L. (2018), "Integration of Adaptive Signal Control and Freeway Off-ramp Priority Control for Commuting Corridors", Transportation Research Part C, vol. 86, pp. 328-345. DOI: 10.1016/j.trc.2017.11.019
Lee, Joey Ying, and Ming-Hsiang Tsou. (2018). "Mapping Spatiotemporal Tourist Behaviors and Hotspots Through Location-Based Photo-Sharing Service (Flickr) Data." In LBS 2018: 14th International Conference on Location Based Services, pp. 315-334. Springer, Cham, DOI: 10.1007/978-3-319-71470-7_16
Nara, A., Tsou, M-H., Yang, J-A., & Huang C-C. (2018). The opportunities and challenges with social media and big data for research in human dynamics. In S-L. Shaw & D. Sui (Eds.), Human Dynamics Research in Smart and Connected Communities. pp 223-234 DOI: 10.1007/978-3-319-73247-3_12
Lourdes S. Martinez, Sharon Hughes, Eric R. Walsh-Buhi & Ming-Hsiang Tsou (2018): “Okay,We Get It. You Vape”: An Analysis of Geocoded Content, Context, and Sentiment regarding E-Cigarettes on Twitter, Journal of Health Communication, DOI: 10.1080/10810730.2018.1493057
Adiyana, S.-E., Xinyue, Y., & Brian, S. (2018). Multilevel model of meme diffusion of fracking through Twitter. Chinese Sociological Dialogue, 2397200917752646. DOI: 10.1177/2397200917752646
Clark, J. C., Spitzberg, B. H., & Tsou, M-H. (2018, February). The digipolitical animal: Investigating the memetic diffusion of political messages on Twitter. Paper presented at the Western States Communication Association Conference, Santa Clara, CA.
Spitzberg, B. H. (2018). Framing the game: An architectonic analogue for meta-theorizing academic activities. Studies in Media and Communication, 6(1). [in press]

2017

Yingjie Hu, Xinyue Ye & Shih-Lung Shaw (2017). Extracting and analyzing semantic relatedness between cities using news articles, International Journal of Geographical Information Science, 31:12, 2427-2451, DOI: 10.1080/13658816.2017.1367797
Li, Quan, Wenbo Wei, Nian Xiong, Daici Feng, Xinyue Ye, and Yongsheng Jiang. (2017). "Social media research, human behavior, and sustainable society." Sustainability 9, no. 3 : 384. DOI:10.3390/su9030384
Ye, X., Li, S., Sharag-Eldin, A., Tsou, M., & Spitzberg, B. (2017). Geography of social media in public response to social topics. In Karimi, H. A. & B. Karimi (eds.) Geospatial data science Techniques and applications, pp. 169-179, New York: Taylor & Francis. https://www.taylorfrancis.com/books/e/9781351855990/chapters/10.1201%2Fb22052-8
Gibbons, J., Nara, A., & Appleyard, B. (2017). Exploring the Imprint of Social Media Networks on Neighborhood Community through the Lens of Gentrification. Environment and Planning B: Urban Analytics and City Science. DOI:10.1177/2399808317728289
Jahangiri, A., V. Berardi, and S. Ghanipoor Machiani (2017). Application of Real Field Connected Vehicle Data for Aggressive Driving Identification on Horizontal Curves. IEEE Transactions on Intelligent Transportation Systems. Vol. PP, No. 99, pp. 1-9. DOI: 10.1109/TITS.2017.2768527
Yang, X. & Gang, GL, (2017) "Estimation of Time-Varying Origin-Destination Patterns for Design of Multipath Progression on a Signalized Arterial", Journal of Transportation Research Board: Transportation Research Record, vol. 2667, pp. 28-38. DOI: 10.3141/2667-04.
Cheng, Y. & Yang, X. (2017). Signal Coordination Model for Local Arterial with Heavy Bus Flows. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. In Press and published online. DOI: 10.1080/15472450.2017.1394191.
Nara, A., Yang, X., Ghanipoor-Machiani, S., & Tsou, M-H. (2017). An Integrated Evacuation Decision Support System Framework with Social Perception Analysis and Dynamic Population Estimation. International Journal of Disaster Risk Reduction. 25, 190-201. DOI: 10.1016/j.ijdrr.2017.09.020
Spitzberg, B. H. (2017). Acknowledgement of unwanted pursuit, threats, assault and stalking in a college population. Psychology of Violence, 7(2), 265-275. DOI: 10.1037/a0040205.
Tsou, M-H., Jung, C-T., Allen, C., Yang, J-A., Han, S., Spitzberg, B. H., & Dozier, J. (2017, July). Building a geo-targeted event observation (geo) viewer for disaster management and situation awareness. Paper presented at the International Cartographic Conference in Washington DC.
Spitzberg, B. H. (2017, August). A big data approach to identification of interpersonal threat credibility. Keynote presentation to the National Threat Management Conference, Anaheim, CA.
Martinez, L. S., Spitzberg, B. H., Tsou, M-H., Issa, E., & Peddecord, M. (2017, May). Vax Populi: The social [media] (de)construction of public health policy. Paper presented to the International Communication Association Conference, San Diego, CA.
Martinez, L., Record, R., & Spitzberg, B. H. (2017, May). Off target?: Magic bullets, hypodermic models, and progress in health campaigns research. Paper presented at the National Communication Association Conference, Dallas, TX. DOI: 10.1177/2397200917752646.
Gawron, J. M., Dodge, A., Tsou, M-H., Spitzberg, B. H., & An, L. (2017: under submission). Using linking language to discover text communities and predict group fracture. Big Data & Society. DOI: 10.1177/ToBeAssigned.
Issa, E., Tsou, M. H., Nara, A., & Spitzberg, B. (2017). Understanding the spatio-temporal characteristics of Twitter data with geotagged and non-geotagged content: two case studies with the topic of flu and Ted (movie). Annals of GIS, 23(3), 219-235. DOI: 10.1080/19475683.2017.1343257.
Han, S. Y., Tsou, M. H., & Clarke, K. C. (2017). Revisiting the death of geography in the era of Big Data: the friction of distance in cyberspace and real space. International Journal of Digital Earth, 1-19. DOI: 10.1080/17538947.2017.1330366.
Kim, I. H., Feng, C. C., Wang, Y. C., Spitzberg, B. H., & Tsou, M. H. (2017). Exploratory Spatiotemporal Analysis in Risk Communication during the MERS Outbreak in South Korea. The Professional Geographer, 1-15. DOI: 10.1080/00330124.2017.1288577.
Tsou, M. H., Jung, C. T., Allen, C., Yang, J. A., Han, S. Y., Spitzberg, B. H., & Dozier, J. (2017, July). Building a Real-Time Geo-Targeted Event Observation (Geo) Viewer for Disaster Management and Situation Awareness. In International Cartographic Conference (pp. 85-98). Springer, Cham. DOI: 10.1007/978-3-319-57336-6_7.
Tsou, M-H., Zhang, H., Nara, A., and Han, S. (Accepted Short Abstract) Estimating hourly population distribution change at high spatiotemporal resolution in urban areas using geo-tagged tweets, land use data, and dasymetic maps. 2017 2nd International Symposium on Spatiotemporal Computing, Harvard University, Cambridge, MA, August 7-9.
Sanguinet, M., Spitzberg, B. H., & Tsou, M-H. (2017, May). Hashtags, tweets and movie receipts: Social media analytics in predicting box office hits. Paper presented at the National Communication Association Conference, Dallas, TX.

2016

Spitzberg, B. H., & Gawron, J. M. (2016). Toward Online Linguistic Surveillance of Threatening Messages. The Journal of Digital Forensics, Security and Law: JDFSL, 11(3), 43. DOI: 10.15394/jdfsl.2016.1418.
Tsou, M-H., Jung, C-T., Allen, C., Yang, J-A., Han, S., Spitzberg, B. H., & Dozier, J. (2016, July). Geo-targeted Event Observation (GEO) Viewer for situation awareness with advanced mapping and visualization functions. Poster presentation, SMSociety16 Conference, London, England.
Allen C, Tsou MH, Aslam A, Nagel A, Gawron JM (2016) Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza. PLoS ONE 11(7): e0157734. doi: 10.1371/journal.pone.0157734.
Yang, Jiue-An, Ming-Hsiang Tsou, Chin-Te Jung, Christopher Allen, Brian H. Spitzberg, Jean Mark Gawron, and Su-Yeon Han. (2016) "Social media analytics and research testbed (SMART): Exploring spatiotemporal patterns of human dynamics with geo-targeted social media messages." Big Data & Society 3, no. 1 (2016): 2053951716652914.
Shih-Lung Shaw, Ming-Hsiang Tsou & Xinyue Ye (2016) Editorial: human dynamics in the mobile and big data era, International Journal of Geographical Information Science, 30:9, 1687-1693, DOI: 10.1080/13658816.2016.1164317.
An, Li, Ming‐Hsiang Tsou, Brian H. Spitzberg, Dipak K. Gupta, and J. Mark Gawron. (2016). "Latent trajectory models for space‐time analysis: An application in deciphering spatial panel data." Geographical Analysis (2016). DOI: 10.1111/gean.12097.
Wang, Z., Ye, X *, & Tsou, M. (2016) Spatial, temporal, and content analysis of Twitter for wildfire hazards. Natural Hazards DOI: 10.1007/s11069-016-2329-6.
Ye, X. & Lee, J. (2016) Integrating geographic activity space and social network space to promote healthy lifestyles. ACMSIGSPATIAL Health GIS. .
Appleyard, Ferrell, & Taecker. (2016). “Toward a Typology of Transit Corridor Livability: Exploring the Transportation/Land Use/Livability Connection”. Presented and published in the compendium of the 2016 National Academies of Science (NAS) Transportation Research Board Conference (TRB) Conference, Washington D.C.
Jankowski, P., Czepkiewicz, M., Mlodkowski, M. Zwolinski, Z. (2016). Geo-questionnaire: A Method and Tool for Public Preference Elicitation in Land Use Planning. Transactions in GIS, in press DOI: 10.1111/tgis.12191.
Maness, S. B., & Buhi, E. R. (2016). Associations between social determinants of health and pregnancy among young people: A systematic review of research published during the past 25 years. Public Health Reports, 131, 86-99.
Blunt-Vinti, H. D., Wheldon, C., McFarlane, M., Brogan, N., & Walsh-Buhi, E. R. (2016). Assessing relationship and sexual satisfaction in adolescent relationships formed online and offline. Journal of Adolescent Health, 58, 11-16. doi: http://dx.doi.org/10.1016/j.jadohealth.2015.09.027
Appleyard, B. & Forthcoming (2016). “New Methods to Measure the Built Environment for Travel Behavior Research and Practice: Better Pathways Toward Understanding Sustainable and Active Pedestrian and Bicycle Travel”. The Journal of Transport and Land Use.
Gibson, L., Tan, A. S., Freres, D., Lewis, N., Martinez, L., & Hornik, R. C. (2016). Nonmedical information seeking amid conflicting health information: negative and positive effects on prostate cancer screening. Health Communication, 31(4), 417-424. doi: 10.1080/10410236.2014.963786
Lewis, N., Martinez, L. S., Agbarya, A., & Piatok-Vaisman, T. (2016). Examining Patterns and Motivations for Drug-Related Information Seeking and Scanning Behavior: A Cross-National Comparison of American and Israeli College Students. Communication Quarterly, 1-28. doi: 10.1080/01463373.2015.1103282
Salap-Ayca, S., Jankowski, P. (2016). Integrating Local Multi-Criteria Evaluation with Spatially Explicit Uncertainty-Sensitivity Analysis. Spatial Cognition & Computation, in press DOI: 10.1080/13875868.2015.1137578

2015

Silberman, W., & Spitzberg, B. H. (2015, November). THREADing the needle: Modeling a big data approach to threat message identification and assessment. Paper presented at the National Communication Association Conference, Dallas, TX.
Jiang W, Wang Y, Tsou M-H, Fu X (2015). Using Social Media to Detect Outdoor Air Pollution and Monitor Air Quality Index (AQI): A Geo-Targeted Spatiotemporal Analysis Framework with Sina Weibo (Chinese Twitter). PLoS ONE, 10(10): e0141185. doi:10.1371/journal.pone.0141185.
Calderon J, Ayala GX, Elder JP, Belch GE, Castro IA, Weibel N, Pickrel J (in press). What happens when parents and children go grocery shopping? An observational study of Latinos in Southern California Health Education and Behavior. Health Behavior and Education.
Arrellano- Morales, L, Elder JP, Sosa E, Baquero BA, Alcantara C (in press). Health Promotion among Latino Adults: Conceptual Frameworks, Relevant Pathways, and Future Directions. Journal of Latina/o Psychology.
Behar A, Mellen B, Talavera GA, Ayala GX, Crespo NC, Shadron LM, Campbell N, Elder JP (in press). Associations between sleep duration, television in the bedroom and child obesity. русский журнал профилактической медицины [Russkiy Zhurnal Profilakticheskoy Meditsiny/ Russian Journal of Preventive Medicine] .
Crespo N and Elder JP. Community and School-Based Interventions for Childhood Obesity In M Goran (Ed.) (in press): Childhood Obesity: Causes, Consequences and Intervention Approaches. New York: Taylor and Francis.
Moran K and Elder JP. Psychological and behavior-based interventions. In W Zhu and N Owen (Eds.) (in press).: Sedentary Behavior and Health: Concepts, Evidence, Assessment & Intervention. Champaign Illinois: HumanKinetics.
Hannawa, A., & Spitzberg, B. H. (Eds.). (2015). In Communication competence (in Handbooks of Communication Science series, P. Cobley & P. J. Schulz, series Eds.). Boston: De Gruyter Mouton.
Spitzberg, B. H. (2015). Is past prologue, or just passed and lacking presence? International Journal of Intercultural Relations. doi: 10.1016/j.ijintrel.2015.03.009
Spitzberg, B. H., & Manusov, V. (2015). Attribution theory: Finding good cause in the search for theory. In D. Brathwaite & P. Schrodt (Eds.), Engaging theories in interpersonal communication (2nd ed., pp. 37-50). Thousand Oaks, CA: Sage.
Spitzberg, B. H. (2015). Assessing the state of assessment: Communication competence. In A. F. Hannawa & B. H. Spitzberg (Eds.), In Communication competence (in P. Cobley & P. J. Schulz, series Eds.; Handbooks of Communication Science series, Vol. 22, pp. 559-584). Boston: De Gruyter Mouton.
Spitzberg, B. H. (2015). The composition of competence: Communication skills. In A. F. Hannawa & B. H. Spitzberg (Eds.), In Communication competence (in P. Cobley & P. J. Schulz, series Eds.; Handbooks of Communication Science series, Vol 22, pp. 237-269). Boston: De Gruyter Mouton.
Spitzberg, B. H. (2015). Epilogue: Problems, paradoxes, and prospects in the study of communication competence. In A. F. Hannawa & B. H. Spitzberg (Eds.), In P. Cobley & P. J. Schulz, series Eds.; Communication competence (in Handbooks of Communication Science series, Vol. 22, pp. 745-755). Boston: De Gruyter Mouton.
Swobodzinski, M., & Jankowski, P. (2015). Evaluating user interaction with a web-based group decision support system: A comparison between two clustering methods. Decision Support Systems, 77: 148-157. DOI:10.1016/j.dss.2015.07.001.
Dara E. Seidl, Piotr Jankowski & Ming-Hsiang Tsou (2015): Privacy and spatial pattern preservation in masked GPS trajectory data, International Journal of Geographical Information Science, DOI: 10.1080/13658816.2015.1101767.
Walsh-Buhi, E. R., Helmy, H., Rella, N. C., Harsch, K., Godcharles, C., & López Castillo, H. (In press). Pregnancy prevention at her fingertips—A pilot text- and mobile video–based intervention to promote long-acting reversible contraceptive methods among college women. Health Education Journal. doi: 10.1177/0123456789123456
Myers, J. L., Buhi, E. R., Marhefka, S., Daley, E., & Dedrick, R. (In press). Associations between individual and relationship characteristics and genital herpes disclosure. Journal of Health Psychology. doi: 10.1177/1359105315575039.
De Fazio, L., Sgarbi, C., Moore, J., & Spitzberg, B. H. (in press). The impact of criminalization of stalking on Italian students: Adherence to stalking myths. Journal of Aggression, Maltreatment & Trauma.
Tsou, M. H. (2015). Research challenges and opportunities in mapping social media and Big Data. Cartography and Geographic Information Science, 42:sup1, 70-74. doi: 10.1080/15230406.2015.1059251.
Li, A., Tsou, M. H., Crook, S., Chun, Y., Spitzberg, B., Gawron, J. M., & Gupta, D. (2015). Space–time analysis: Concepts, quantitative methods, and future directions. Annals of the Association of American Geographers. doi: 10.1080/00045608.2015.1064510.
Barton, M. S., & Gibbons, J. (2015). A stop too far: How does public transportation concentration influence neighbourhood median household income?. Urban Studies, 0042098015593462.
Gibbons, J., & Yang, T. C. (2015). Connecting Across the Divides of Race/Ethnicity How Does Segregation Matter?. Urban Affairs Review, 1078087415589193.
Tsou, M. H., Jung, C. T., Allen, C., Yang, J. A., Gawron, J. M., Spitzberg, B. H., & Han, S. (2015, July). Social media analytics and research test-bed (SMART dashboard). In Proceedings of the 2015 International Conference on Social Media & Society (p. 2). ACM.
Han, S. Y., Tsou, M. H., & Clarke, K. C. (2015). Do Global Cities Enable Global Views? Using Twitter to Quantify the Level of Geographical Awareness of US Cities. PloS one, 10(7), e0132464.
Ayala, G. X., Ibarra, L., Horton, L., Arredondo, E. M., Slymen, D. J., Engelberg, M., ... & Elder, J. P. (2015). Evidence supporting a promotora-delivered entertainment education intervention for improving mothers' dietary intake: The Entre Familia: Reflejos de Salud study. Journal of health communication, 20(2), 165-176.
Perez LG, Arredondo EM, McKenzie TL, Holguin M, Elder JP, Ayala GX. (In Press). Neighborhood social cohesion and depression among Latinos: Does use of community resources for physical activity matter? Journal of Physical Activity and Health.
Ayala, G. X., Ibarra, L., Binggeli-Vallarta, A., Moody, J., McKenzie, T. L., Angulo, J., ... & Elder, J. P. (2015). Our choice/nuestra opción: The imperial county, California, childhood obesity research demonstration study (CA-CORD). Childhood Obesity, 11(1), 37-47.
Ayala, G. X., Baquero, B, Pickrel, JL, Mayer, J, Belch, G, Rock, CL, Linnan, L, Gittelsohn, J, Sanchez-Flack, J, Elder, JP (in press). A store-based intervention to increase fruit and vegetable consumption: The El Valor de Nuestra Salud cluster randomized controlled trial. Contemporary Clinical Trials.
Lopez NV, Carlson JA, Corder K, Crespo NC, Norman GJ, and Elder JP. (n.d.). Parent-report and accelerometer-measured time children spend in sedentary behavior. Journal of Physical Activity and Health.
Lopez NV, Crespo NC, Norman GJ, Ayala G. X., O'Brien E, and Elder JP. (n.d.). Parenting practice predictors of children's sugary beverage consumption. Archives of Pediatric & Adolescent Medicine.
Crespo NC, Corder K, Eisenberg C, Moody JS, Wood C, Baumgarten F, and Elder JP. (n.d.). Intervention effects on parent perceptions of child's weight status (M1-M3). Validity of parent perception. Pediatrics.
Lopez MA, Carlson JA, Cain KL, Bonilla EA, Chuang E, Elder JP, Sallis JF (in press). Dance Class Structure Affects Youth Physical Activity and Sedentary Behavior: A Study of Seven Dance Types. Research Quarterly for Exercise and Sport and Exercise.
Garcini L, Murray D, Zhou SH, Klonoff E, Myers M, Elder JP (in press). Mental Health of Undocumented Immigrant Adults in the United States: A Systematic Review of Methodology and Findings. Journal of Immigrant & Refugee Studies.
Isasi C, Ayala G. X., Sotres-Alvarez D, Madanat H, Penedo F, Loria C, Elder JP, Daviglus ML, Barnhart J, Siega-Riz AM, Van Horn L,Schneiderman N (in press). Is acculturation related to obesity in Hispanic/Latino adults? Results from the Hispanic Community Health Study/Study of Latinos. Journal of Obesity.
De Fazio, L., Sgarbi, C., Moore‡, J., & Spitzberg, B. H. (in press). The impact of criminalization of stalking on Italian students: Adherence to stalking myths. Journal of Aggression, Maltreatment & Trauma.
Spitzberg, B. H. (in press). Extramarital affairs. In The encyclopedia of interpersonal communication (C. R. Berger & M. E. Roloff, Eds.). New York, NY: Wiley.
Spitzberg, B. H. (in press). Stalking/Obsessive relational intrusion. In The encyclopedia of interpersonal communication (C. R. Berger & M. E. Roloff, Eds.). New York, NY: Wiley.
Spitzberg, B. H. (in press). The dark side of communication. In M. Allen (Ed.), The SAGE Encyclopedia of Communication Research Methods. Los Angeles, CA: Sage.
Nara, A., Allen, C., & Izumi, K. (2015). Surgical Phase Recognition using Movement Data from Video Imagery and Location Sensor Data. Proceedings of the 13th International Conference of Geocomputation 2015, University of Texas at Dallas, TX.
Nara, A. (accepted). Data model, moving objects. In The International Encyclopedia of Geography: People, the Earth, Environment, and Technology. Wiley-AAG.
Yuan, M., & Nara, A. (2015). Space-time Analytics of Tracks for the Understanding of Patterns of Life. In Space-Time Integration in Geography and GIScience, 373-398. Springer Netherlands.
Andrienko, N., Andrienko, G., Fuchs, G., & Jankowski, P. (2015). Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces. Information Visualization, 1473871615581216.
The CSU Geospatial Review 2015
Jung, CT, Tsou, MH, & Issa, E. 2015. Developing a real-time situation awareness viewer for monitoring disaster impacts using location-based social media messages in Twitter.
Tsou, M. H., & Lusher, D. Mapping Web Pages by Internet Protocol (IP) addresses: Analyzing Spatial and Temporal Characteristics of Web Search Engine Results. Proceedings of the The International Symposium on Cartography in Internet and Ubiquitous Environments 2015, 17th - 19th March, Tokyo.
Joseph Saltenberger, Yawen Li, Ming-Hsiang Tsou, Saima Bahramzi (accepted). Web GIS as a Useful Tool for the Health and Social Service Sector. The International Journal of Healthcare Technology and Management.
Dipak Gupta, Brian Spitzberg, Ming-Hsiang Tsou, Mark Gawron, An Li. (in Press). Chapter 3: Of Mining and Mine Fields: Revolution in Paradigms of Data Analysis and Interpretation. In L. Fenstermacher (ed) Countering Violent Extremism: A Multidisciplinary Perspective. Air University Press.
Kim, Ick-Hoi, Tsou, Ming-Hsiang, & Feng, Chen-Chieh (2015) Design and implementation strategy of a parallel agent-based Schelling model. Computers, Environment and Urban Systems, 49, 30–41.

2014

Moldovan-Johnson, M., Martinez, L., Lewis, N., Freres, D., & Hornik, R. C. (2014). The Role of Patient–Clinician Information Engagement and Information Seeking from Nonmedical Channels in Fruit and Vegetable Intake Among Cancer Patients. Journal of health communication, 19(12), 1359-1376.
Martinez, L.S. (2014). Psychosocial Determinants of Health Information Seeking Behavior. In T.L. Thompson (Ed.) Encyclopedia of Health Communication. Sage Publications, Inc.: Thousand Oaks, CA.
Martinez, L.S. (2014). Information Nonseeking. In T.L. Thompson (Ed.) Encyclopedia of Health Communication. Sage Publications, Inc.: Thousand Oaks, CA.
Lewis, N., Martinez, L.S. (2014). Perceived Social Support Increases Cancer-Related Information Seeking Among Cancer Patients Through Communication Efficacy. Journal of Health Communication, 9(19), 1076-1097.
Martinez, L. S. (2014). Explaining the Effects of Anticipated Regret Messages on Young Women's Intention to Consume Folic Acid: A Moderated-Mediation Model. Journal of health communication, 19(1), 115-132.
GIBBONS, J. (2014). Does Racial Segregation Make Community‐Based Organizations More Territorial? Evidence from Newark, NJ, and Jersey City, NJ. Journal of Urban Affairs.
Gibbons, J., & Yang, T. C. (2014). Self-rated health and residential segregation: how does race/ethnicity matter?. Journal of Urban Health, 91(4), 648-660.
Friedman, S., Gibbons, J., & Galvan, C. (2014). Declining segregation through the lens of neighborhood quality: Does middle-class and affluent status bring equality?. Social science research, 46, 155-168.
Cohen, D. A., Ghosh‐Dastidar, B., Conway, T. L., Evenson, K. R., Rodriguez, D. A., Beckman, R., ... & Lytle, L. (2014). Energy balance in adolescent girls: The trial of activity for adolescent girls cohort. Obesity, 22(3), 772-780.
Galaviz, V. E., Yost, M. G., Simpson, C. D., Camp, J. E., Paulsen, M. H., Elder, J. P., ... & Quintana, P. J. E. (2014). Traffic pollutant exposures experienced by pedestrians waiting to enter the US at a major US–Mexico border crossing. Atmospheric Environment, 88, 362-369.
Yuan, M., Nara, A., and Bothwell, J. (2014). “Space-Time Representation and Analytics.” Annals of GIS, 20(1), pp.1-9.
Aslam AA, Tsou MH, Spitzberg BH, An Li, Gawron JM, Gupta DK, Peddecord KM, Nagel AC, Allen C, Yang JA, Lindsay S. The Reliability of Tweets as a Supplementary Method of Seasonal Influenza Surveillance, J Med Internet Res 2014;16(11):e250 URL: http://www.jmir.org/2014/11/e250/, doi:10.2196/jmir.3532
Spitzberg, B. H. (2014). Toward a model of meme diffusion (M3D). Communication Theory, 24(3), 311-339.
Tsou, MH, Woodruff, SI, Spitzberg, B, Reed, M, Moran, M., Gawron, M, Allen, C., Yang, J. (2014). Using GIS and Geo-targeted Social Media (Twitter) to Track Illicit Drug Use Trends in Space and Over Time. GIScience 2014 Conference. Extended Refereed Abstract accepted.
Ming-Hsiang Tsou, Brian H. Spitzberg, Chris Allen, Anoshé Aslam, and Anna Nagel, Geo-Targeted Social Media Analytics for Tracking Disease Outbreaks and Public Opinion at the Municipal Scale. (2014) National Conference on Health Communication, Marketing, and Media, Atlanta, Georgia. August 19-21, 2014.
Marquez B, Elder JP, Arredondo EM, Madanat H, Ming Ji, Ayala GA. Social networks and health promoting behaviors among Latinos. Health Psychology 2014 33(6):544-553
Paz-Soldan, V. A., Reiner Jr, R. C., Morrison, A. C., Stoddard, S. T., Kitron, U., Scott, T. W., Elder JP,…& Vazquez-Prokopec, G. M. (2014). Strengths and Weaknesses of Global Positioning System (GPS) Data-Loggers and Semi-structured Interviews for Capturing Fine-scale Human Mobility: Findings from Iquitos, Peru. PLoS neglected tropical diseases, 8(6), e2888.
Weitzer, Ron, and Sheldon X. Zhang (Eds.) (2014). Human Trafficking. A special issue of The ANNALS of American Academy of Social and Political Science, Volume 653.
Zhang, Sheldon X., Michael W. Spiller, Brian Carl Finch, and Yang Qin. 2014. "Estimating Labor Trafficking among Unauthorized Migrant Workers in San Diego." ANNALS of American Academy of Political and Social Science 653(1): 65-86.
Zhang, Sheldon X., Robert E.L. Roberts, and David Farabee. 2014. "An Analysis of Prisoner Reentry and Parole Risk Using COMPAS and Traditional Criminal History Measures." Crime and Delinquency 60(2): 167 –192 (first published online November 15, 2011; DOI: 10.1177/0011128711426544).
Adeline Nyamathi, Benissa Salem , David Farabee , Elizabeth Hall , Sheldon X. Zhang, Farinaz Khalilifard , Mark Faucette , Barbara Leake. 2014. "Predictors of High Level of Hostility Among Homeless Men on Parole." Journal of Offender Rehabilitation, 53(2): 95-115.
Marhefka, S., Buhi, E. R., Baldwin, J., Chen, H., Johnson, A., Lynn, V., & Glueckauf, R. (2014). Effectiveness of Healthy Relationships Video-Group—a videoconferencing group intervention for women living with HIV: Preliminary findings from a randomized controlled trial. Telemedicine and e-Health, 20(2), 128-134. doi: 10.1089/tmj.2013.0072
Buhi, E. R., Marhefka, S. L., Wheldon, C. W., Tilley, D. L., Klinkenberger, N., Lescano, C., & Hoban, M. T. (2014). Sexual and reproductive health disparities in a national sample of Hispanic and non-Hispanic white U.S. college students. Journal of Health Disparities Research and Practice, 7(1), 19-36.
Wheldon, C. W., Buhi, E., Daley, E., Hernandez, N., Anstey, E., Kolar, S., & Giuliano, A. Human papillomavirus (HPV) vaccine intentions among males: A test of the parallel processing model. Journal of Health Psychology. doi: 10.1177/1359105313502693 (In press)
Yuan, M., Nara, A., & Bothwell, J. "Space-Time Representation and Analytics." Annals of GIS. 20(1), pp.1-9
Spitzberg, B. H. (2014). Toward a model of meme diffusion (M3D). Communication Theory (24), 311-339.
Swobodzinski, M., Jankowski, P. 2014. Understanding User Interaction Patterns within Online Systems for Public-Participation Transportation Planning. Transactions in GIS. 18(3): 401-420.
Ligmann-Zielinska, A., Jankowski, P. 2014. Spatially-explicit integrated uncertainty and sensitivity analysis of criteria weights in multicriteria land suitability evaluation. Environmental Modelling & Software, 57, 235-247.
Jankowski, P., Fraley, G, Pebesma, E. 2014. An exploratory approach to spatial decision support. Computers Environment and Urban Systems, 45 (2014): 101-113.
Feizizadeh, B., Jankowski, P. Blaschke, T. 2014. A GIS based Spatially-explicit Sensitivity and Uncertainty Analysis Approach for Multi-Criteria Decision Analysis. Computers & Geosciences, 64(3): 81-95.

2013

Ramírez, A. S., Freres, D., Martinez, L. S., Lewis, N., Bourgoin, A., Kelly, B. J., ... & Hornik, R. C. (2013). Information seeking from media and family/friends increases the likelihood of engaging in healthy lifestyle behaviors. Journal of health communication, 18(5), 527-542.
Carlson, J. A., Sallis, J. F., Norman, G. J., McKenzie, T. L., Kerr, J., Arredondo, E. M., ... & Saelens, B. E. (2013). Elementary school practices and children's objectively measured physical activity during school. Preventive medicine, 57(5), 591-595.
Vazquez-Prokopec, G. M., Bisanzio, D., Stoddard, S. T., Paz-Soldan, V., Morrison, A. C., Elder, J. P., & Kitron, U. (2013). Using GPS Technology to Quantify Human Mobility, Dynamic Contacts and Infectious Disease Dynamics in a Resource-Poor Urban Environment. PloS one, 8(4), e58802
Stoddard, S. T., Forshey, B. M., Morrison, A. C., Paz-Soldan, V. A., Vazquez-Prokopec, G. M., Astete, H., Reiner, R., Vilcarromero, S., Elder, JP., Halsey, E., Kochel, T. Kitron, U., & Scott, T. W. (2013). House-to-house human movement drives dengue virus transmission. Proceedings of the National Academy of Sciences, 110(3), 994-999
McKenzie TL, Moody JS, Carlson JA, Lopez NV, Elder JP (in press). Neighborhood Income Matters: Disparities in Recreation Facilities, Amenities, and Programs. Journal of Leisure Research.
Elder JP, Ayala G. X., Arredondo E, Talavera GA, McKenzie TL, Hoffman L, Cuestas L, Molina M, Patrick K (2013). Community Health Partnerships for Chronic Disease Prevention Among Latinos: The San Diego Prevention Research Center. Journal of PrimaryPrevention (in press).
Elder, J. P., & Arredondo, E. M. (2013). Strategies to reduce obesity in the us And latin america: lessons that cross international borders. American journal of preventive medicine, 44(5), 526.
Salem, Benissa E. Adeline Nyamathi, Colleen Keenan, Sheldon Zhang, Elizabeth Marlow, Farinaz Khalilifard, Kartik Yadav, Mark Faucette, Barbara Leake, Mary Marfisee. 2013. "Correlates of Risky Alcohol and Methamphetamine Use among Currently Homeless Male Parolees." Journal of Addictive Diseases, 32(4): 365-376.
Brian H. Spitzberg, Ming-Hsiang Tsou, Dipak K. Gupta, Li An, Jean Mark Gawron, Daniel Lusher, 2013. The Map is Not Which Territory?: Speculating on the Geo-Spatial Diffusion of Ideas in the Arab Spring of 2011. Studies in Media and Communication. Vol 1(1). 2013, pp. 101-115. http://redfame.com/journal/index.php/smc/article/view/64
Nagel AC, Tsou MH, Spitzberg BH, An Li, Gawron JM, Gupta DK, Yang JA, Han Su, Peddecord KM, Lindsay S, Sawyer MH. The Complex Relationship of Realspace Events and Messages in Cyberspace: Case Study of Influenza and Pertussis Using Tweets. The Journal of Medical Internet Research 2013;15(10):e237. URL: http://www.jmir.org/2013/10/e237/. doi:10.2196/jmir.2705
Tsou, Ming-Hsiang, Jiue-An Yang , Daniel Lusher , Su Han , Brian Spitzberg , Jean Mark Gawron , Dipak Gupta & Li An (2013) Mapping social activities and concepts with social media (Twitter) and web search engines (Yahoo and Bing): a case study in 2012 US Presidential Election, Cartography and Geographic Information Science, 40:4, 337-348, DOI: 10.1080/15230406.2013.799738
Tsou, M. H. and Leitner, M. (2013). Editorial: Visualization of Social Media: Seeing a Mirage or a Message? In Special Content Issue: "Mapping Cyberspace and Social Media". Cartography and Geographic Information Science. 40(2), pp. 55-60. DOI: 10.1080/15230406.2013.776754
Tsou, Ming-Hsiang, Ick-Hoi Kim, Sarah Wandersee, Daniel Lusher , Li An, Brian Spitzberg, Dipak Gupta, Jean Gawron, Jennifer Smith , Jiue-An Yang, Su Yeon Han (2013). Mapping Ideas from Cyberspace to Realspace: Visualizing the Spatial Context of Keywords from Web Page Search Results. International Journal of Digital Earth, 2013. DOI: 10.1080/17538947.2013.781240
Ick-Hoi Kim and Ming-Hsiang Tsou (2013). Enabling Digital Earth simulation models using cloud computing or grid computing: two approaches supporting high-performance GIS simulation frameworks. International Journal of Digital Earth, 6:4, 383-403.
Carlson, J.A., Sallis, J.F., Norman, G.J., McKenzie, T.L., Kerr, J., Arredondo, E.M., Madanat, H., Mignano, A.M., Cain, K.L., Elder, J.P., & Saelens, B.E. (In press). Elementary school practices and children's objectively measured physical activity during school. Preventive Medicine.
Elder, JP; Ayala, G; McKenzie, T; Litrownik, A; Gallo, L; Arredondo, E; Talavera, G; Kaplan, R. IBACH at 30: A Three Decade Evolution to Transdisciplinary Research: Community Health Research in California-Mexico Border Communities. (In Press). Progress in Community Health Partnerships: Research Education and Action.
Elder, J. P., & Arredondo, E. M. (2013). Strategies to reduce obesity in the US and Latin America: lessons that cross international borders. American Journal of Preventive medicine, 44(5), 526.
Vazquez-Prokopec, G. M., Bisanzio, D., Stoddard, S. T., Paz-Soldan, V., Morrison, A. C., Elder, J. P., & Kitron, U. (2013). Using GPS Technology to Quantify Human Mobility, Dynamic Contacts and Infectious Disease Dynamics in a Resource-Poor Urban Environment. PloS one, 8(4), e58802
Stoddard, S. T., Forshey, B. M., Morrison, A. C., Paz-Soldan, V. A., Vazquez-Prokopec, G. M., Astete, H., Reiner, R., Vilcarromero, S., Elder, JP., Halsey, E., Kochel, T. Kitron, U., & Scott, T. W. (2013). House-to-house human movement drives dengue virus transmission. Proceedings of the National Academy of Sciences, 110(3), 994-99
Elder JP, Crespo NC, Corder K, Ayala G. X., Slymen DJ, Lopez NV, Moody JS, McKenzie TL (2013). Childhood obesity prevention and control in city recreation centers and family homes: the MOVE/me Muevo Project. Pediatric Obesity. 11 Jun 2013 [Epub ahead of print]302.
Andrienko, G., Andrienko, N., Bosch., H., Ertl, T., Fuchs, G., Jankowski, P., Thom, D. 2013. Discovering Thematic Patterns in Geo-Referenced Tweets through Space-Time Visual Analytics. Computing in Science & Engineering, 15(3): 72-82 doi:10.1109/MCSE.2013.70

2012

Lewis, N., Martinez, L. S., Freres, D. R., Schwartz, J. S., Armstrong, K., Gray, S. W., ... & Hornik, R. C. (2012). Seeking cancer-related information from media and family/friends increases fruit and vegetable consumption among cancer patients. Health communication, 27(4), 380-388.
Arredondo, E. M., Lemus, H., Elder, J. P., Molina, M., Martinez, S., Sumek, C., & Ayala, G. X. (2013). The relationship between sedentary behavior and depression among Latinos. Mental Health and Physical Activity, 6(1), 3-9.
Torrens, P.M., Nara, A., Li, X., Zhu, H., Griffin, W.A., & Brown, S. "An extensible simulation environment and movement metrics for testing walking behavior in agent-based models." Computers, Environment and Urban Systems, 36(1), pp.1-17.
Torrens, P.M. and Nara, A., "Polyspatial agents for multi-scale urban simulation and regional policy analysis." Regional Science Policy and Practice, 4(4), pp.419-445.
Ming-Hsiang Tsou and Jiue-An Yang (2012) Spatial Analysis of Social Media Content (Tweets) during the 2012 U.S. Republican Presidential Primaries, extended abstract, seventh international conference on Geographic Information Science, 2012.
Tsou, M-H., Lusher, D., Yang, J-A., Gupta, D., Gawron, J. M., Spitzberg, B. H., An, L., & Wandersee, S. (2012, September). Mapping social activities and concepts with social media (Twitter) and web search engines (Yahoo and Bing): A case study in 2012 U.S. presidential election. In Sarah Battersby edited, AutoCarto International Symposium on Automated Cartography Proceedings (Columbus, OH): Mt. Pleasant, South Carolina, Cartography and Geographic Information Society.
Spitzberg, B. H., Tsou, M-H., An, L., Gupta, D. K., & Gawron, J. M. (2012, May). The map is not which territory?: Speculating on the geo-spatial diffusion of ideas in the Arab Spring of 2011. Paper presented at the International Communication Association Conference, Phoenix, AZ. (May 24-28).
Gupta, D., Spitzberg, B., Tsou, M., Gawron, M., An, L (2012). Revolution in Social Science Methodology and Pitfalls. http://www.isanet.org/annual_convention.
Crespo N, Elder JP, Ayala G. X., Slymen DJ, Campbell NR, Sallis JF, McKenzie TL, Baquero B, Arredondo EM (2012). Results of a multi-level intervention to prevent and control childhood obesity among Latino children: The Aventuras para Niños study. Annals of Behavioral Medicine: 43(1): 84-100.
Martinez SM, Ayala G. X., Patrick K, Arredondo EM, Roesch S, Elder JP. (2012). Associated pathways between neighborhood environment, community resource factors and leisure-time physical activity among Mexican-American adults in San Diego, CA. American Journal of Health Promotion:26(5), 281-288.

2011

Nara, A. Izumi, K., Iseki, H., Suzuki, T., Nambu, K., & Sakurai, Y. "Surgical workflow monitoring based on trajectory data mining." In T. Onoda, D. Bekki, S. Tojo, Y. Ohsawa, T. Isozaki (eds), New Frontiers in Artificial Intelligence, pp.283-291.
Gupta, D., Spitzberg, B. H., Tsou, M-H., An, L., & Gawron, J. M. (2011, Sept.). Tracking the spread of violent extremism. In L. Fenstermacher & S. Canna (Eds.), Countering violent extremism: Scientific methods & strategies, (Topical strategic multi-layer assessment [SMA] multi-agency and Air Force Research Laboratory multi-disciplinary white papers in support of counter-terrorism and counter-WMD; pp. 47-58).
Tsou, M. H. (2011). Revisiting Web Cartography in the United States: the Rise of User-Centered Design. Cartography and Geographic Information Science, 38 (3), 249- 256.
Tsou, M. H. (ICC 2011) Annual Meeting, Mapping Cyberspace: Tracking the Spread of Ideas on the Internet. Refereed Proceeding of the 25th International Cartographic conference, July 3-8, 2011, Paris, France.
Jankowski, P. Andrienko, G., Andrienko, N., Kisilevich, S. (2010). Discovering landmark preferences and movement patterns from photo postings. Transactions in GIS, 14(6): 833-852.
Rodriguez DA, Cho G-I, Elder JP, Conway TL, Evenson KR, and Ghosh-Dastidar B (2011). Identifying Walking Trips From GPS and Accelerometer Data in Adolescent Females. Journal of Physical Activity and Health. 2011 May 11. [Epub ahead of print]
Martinez SM, Elder JP, Roesch S, Arredondo EM, Ayala G. X., Patrick K (2011). Walking for transportation among Latino adults in San Diego County: Who meets physical activity guidelines? Journal of Physical Activity and Health: 8(7): 898-906.