Shion Guha

Assistant Professor at University of Toronto

Research Expertise

Human-Centered Data Science
Public Interest Technology
Responsible AI
Human Computer Interaction
Computer Networks and Communications
Information Systems
Information Systems and Management
Library and Information Sciences
Health Informatics
Communication
Computer Science Applications
Cultural Studies
Human-Computer Interaction
Software
Artificial Intelligence
Development
Sociology and Political Science
Tourism, Leisure and Hospitality Management
Urban Studies
Pharmacology (medical)
Psychiatry and Mental health
Human Factors and Ergonomics
Mechanical Engineering
Mechanics of Materials
Condensed Matter Physics

About

Shion Guha is an accomplished scholar and researcher in the field of Information Science and Statistics. He earned his Ph.D. from Cornell University in 2016, after completing his M.S. in Information Science from the same institution in 2014. Prior to that, he obtained an M.S. in Information Science from the Indian Statistical Institute in 2010. Dr. Guha's research focuses on the intersection of information science and statistics, with a particular interest in data mining and machine learning. He has published numerous articles in top journals and presented his work at international conferences. His research has also been funded by prestigious organizations such as the National Science Foundation. In addition to his academic achievements, Dr. Guha has also gained valuable teaching experience. He has served as an Assistant Professor at both the University of Toronto and Marquette University, where he taught courses on data mining, information retrieval, and statistical methods. Dr. Guha is highly regarded by his colleagues and students for his expertise, dedication, and passion for his field. He continues to push the boundaries of information science and statistics through his research and teaching, and is a valuable asset to any academic institution.

Publications

Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?

Journal of the Association for Information Science and Technology / Apr 28, 2017

Baumer, E. P. S., Mimno, D., Guha, S., Quan, E., & Gay, G. K. (2017). Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence? Journal of the Association for Information Science and Technology, 68(6), 1397–1410. Portico. https://doi.org/10.1002/asi.23786

Safety vs. Surveillance

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems / Apr 19, 2018

Ghosh, A. K., Badillo-Urquiola, K., Guha, S., LaViola Jr, J. J., & Wisniewski, P. J. (2018, April 19). Safety vs. Surveillance: What Children Have to Say about Mobile Apps for Parental Control. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3173574.3173698

Self-monitoring practices, attitudes, and needs of individuals with bipolar disorder: implications for the design of technologies to manage mental health

Journal of the American Medical Informatics Association / Jan 23, 2016

Murnane, E. L., Cosley, D., Chang, P., Guha, S., Frank, E., Gay, G., & Matthews, M. (2016). Self-monitoring practices, attitudes, and needs of individuals with bipolar disorder: implications for the design of technologies to manage mental health. Journal of the American Medical Informatics Association, 23(3), 477–484. https://doi.org/10.1093/jamia/ocv165

Machine Learning and Grounded Theory Method

Proceedings of the 19th International Conference on Supporting Group Work / Nov 13, 2016

Muller, M., Guha, S., Baumer, E. P. S., Mimno, D., & Shami, N. S. (2016, November 13). Machine Learning and Grounded Theory Method: Convergence, Divergence, and Combination. Proceedings of the 19th International Conference on Supporting Group Work. https://doi.org/10.1145/2957276.2957280

Missing Photos, Suffering Withdrawal, or Finding Freedom? How Experiences of Social Media Non-Use Influence the Likelihood of Reversion

Social Media + Society / Jul 01, 2015

Baumer, E. P. S., Guha, S., Quan, E., Mimno, D., & Gay, G. K. (2015). Missing Photos, Suffering Withdrawal, or Finding Freedom? How Experiences of Social Media Non-Use Influence the Likelihood of Reversion. Social Media + Society, 1(2), 205630511561485. https://doi.org/10.1177/2056305115614851

Privacy, Security, and Surveillance in the Global South

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems / May 02, 2017

Ahmed, S. I., Haque, Md. R., Guha, S., Rifat, Md. R., & Dell, N. (2017, May 2). Privacy, Security, and Surveillance in the Global South: A Study of Biometric Mobile SIM Registration in Bangladesh. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3025453.3025961

A Human-Centered Review of Algorithms used within the U.S. Child Welfare System

Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems / Apr 21, 2020

Saxena, D., Badillo-Urquiola, K., Wisniewski, P. J., & Guha, S. (2020, April 21). A Human-Centered Review of Algorithms used within the U.S. Child Welfare System. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3313831.3376229

Online sexual harassment over anonymous social media in Bangladesh

Proceedings of the Tenth International Conference on Information and Communication Technologies and Development / Jan 04, 2019

Nova, F. F., Rifat, MD. R., Saha, P., Ahmed, S. I., & Guha, S. (2019, January 4). Online sexual harassment over anonymous social media in Bangladesh. Proceedings of the Tenth International Conference on Information and Communication Technologies and Development. https://doi.org/10.1145/3287098.3287107

Can you see me now?

Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services / Aug 27, 2013

Guha, S., & Birnholtz, J. (2013, August 27). Can you see me now?: location, visibility and the management of impressions on foursquare. Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services. https://doi.org/10.1145/2493190.2493209

A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare

Proceedings of the ACM on Human-Computer Interaction / Oct 13, 2021

Saxena, D., Badillo-Urquiola, K., Wisniewski, P. J., & Guha, S. (2021). A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW2), 1–41. https://doi.org/10.1145/3476089

Interrogating Human-centered Data Science: Taking Stock of Opportunities and Limitations

CHI Conference on Human Factors in Computing Systems Extended Abstracts / Apr 27, 2022

Tanweer, A., Aragon, C. R., Muller, M., Guha, S., Passi, S., Neff, G., & Kogan, M. (2022, April 27). Interrogating Human-centered Data Science: Taking Stock of Opportunities and Limitations. CHI Conference on Human Factors in Computing Systems Extended Abstracts. https://doi.org/10.1145/3491101.3503740

The double-edged sword: A mixed methods study of the interplay between bipolar disorder and technology use

Computers in Human Behavior / Oct 01, 2017

Matthews, M., Murnane, E., Snyder, J., Guha, S., Chang, P., Doherty, G., & Gay, G. (2017). The double-edged sword: A mixed methods study of the interplay between bipolar disorder and technology use. Computers in Human Behavior, 75, 288–300. https://doi.org/10.1016/j.chb.2017.05.009

Privacy in Repair

Proceedings of the Eighth International Conference on Information and Communication Technologies and Development / Jun 03, 2016

Ahmed, S. I., Guha, S., Rifat, Md. R., Shezan, F. H., & Dell, N. (2016, June 3). Privacy in Repair: An Analysis of the Privacy Challenges Surrounding Broken Digital Artifacts in Bangladesh. Proceedings of the Eighth International Conference on Information and Communication Technologies and Development. https://doi.org/10.1145/2909609.2909661

"Facebook Promotes More Harassment"

Proceedings of the ACM on Human-Computer Interaction / Apr 13, 2021

Nova, F. F., DeVito, M. A., Saha, P., Rashid, K. S., Roy Turzo, S., Afrin, S., & Guha, S. (2021). “Facebook Promotes More Harassment”: Social Media Ecosystem, Skill and Marginalized Hijra Identity in Bangladesh. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 1–35. https://doi.org/10.1145/3449231

Mapping Out Human-Centered Data Science

Companion of the 2020 ACM International Conference on Supporting Group Work / Jan 06, 2020

Kogan, M., Halfaker, A., Guha, S., Aragon, C., Muller, M., & Geiger, S. (2020, January 6). Mapping Out Human-Centered Data Science: Methods, Approaches, and Best Practices. Companion of the 2020 ACM International Conference on Supporting Group Work. https://doi.org/10.1145/3323994.3369898

The Principles of Data-Centric AI

Communications of the ACM / Jul 25, 2023

Jarrahi, M. H., Memariani, A., & Guha, S. (2023). The Principles of Data-Centric AI. Communications of the ACM, 66(8), 84–92. https://doi.org/10.1145/3571724

Special Interest Group on Transparent Statistics in HCI

Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems / May 07, 2016

Kay, M., Haroz, S., Guha, S., & Dragicevic, P. (2016, May 7). Special Interest Group on Transparent Statistics in HCI. Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems. https://doi.org/10.1145/2851581.2886442

When Subjects Interpret the Data

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing / Feb 25, 2017

Baumer, E. P. S., Xu, X., Chu, C., Guha, S., & Gay, G. K. (2017, February 25). When Subjects Interpret the Data: Social Media Non-use as a Case for Adapting the Delphi Method to CSCW. Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/2998181.2998182

Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations

JMIR mHealth and uHealth / Apr 08, 2021

Hasan, M. K., Aziz, M. H., Zarif, M. I. I., Hasan, M., Hashem, M., Guha, S., Love, R. R., & Ahamed, S. (2021). Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations. JMIR MHealth and UHealth, 9(4), e16806. https://doi.org/10.2196/16806

The Relationships between Data, Power, and Justice in CSCW Research

Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing / Nov 09, 2019

Chancellor, S., Guha, S., Kaye, J., King, J., Salehi, N., Schoenebeck, S., & Stowell, E. (2019, November 9). The Relationships between Data, Power, and Justice in CSCW Research. Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3311957.3358609

Regrets, I've Had a Few

Proceedings of the 2018 ACM Conference on Supporting Groupwork / Jan 07, 2018

Guha, S., Baumer, E. P. S., & Gay, G. K. (2018, January 7). Regrets, I’ve Had a Few: When Regretful Experiences Do (and Don’t) Compel Users to Leave Facebook. Proceedings of the 2018 ACM Conference on Supporting Groupwork. https://doi.org/10.1145/3148330.3148338

Cross‐campus collaboration: A scientometric and network case study of publication activity across two campuses of a single institution

Journal of the American Society for Information Science and Technology / Dec 05, 2012

Birnholtz, J., Guha, S., Yuan, Y. C., Gay, G., & Heller, C. (2012). Cross‐campus collaboration: A scientometric and network case study of publication activity across two campuses of a single institution. Journal of the American Society for Information Science and Technology, 64(1), 162–172. Portico. https://doi.org/10.1002/asi.22807

Interrogating Data Science

Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing / Oct 17, 2020

Muller, M., Aragon, C., Guha, S., Kogan, M., Neff, G., Seidelin, C., Shilton, K., & Tanweer, A. (2020, October 17). Interrogating Data Science. Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3406865.3418584

Qualitative Methods for CSCW

Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing / Nov 09, 2019

Fiesler, C., Brubaker, J. R., Forte, A., Guha, S., McDonald, N., & Muller, M. (2019, November 9). Qualitative Methods for CSCW: Challenges and Opportunities. Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3311957.3359428

Moving Transparent Statistics Forward at CHI

Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems / May 06, 2017

Kay, M., Haroz, S., Guha, S., Dragicevic, P., & Wacharamanotham, C. (2017, May 6). Moving Transparent Statistics Forward at CHI. Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems. https://doi.org/10.1145/3027063.3027084

Do Birds of a Feather Watch Each Other?

Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing / Feb 28, 2015

Guha, S., & Wicker, S. B. (2015, February 28). Do Birds of a Feather Watch Each Other?: Homophily and Social Surveillance in Location Based Social Networks. Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing. https://doi.org/10.1145/2675133.2675179

Privacy Vulnerabilities in Public Digital Service Centers in Dhaka, Bangladesh

Proceedings of the 2020 International Conference on Information and Communication Technologies and Development / Jun 17, 2020

Haque, S. M. T., Haque, M. R., Nandy, S., Chandra, P., Al-Ameen, M. N., Guha, S., & Ahmed, S. I. (2020, June 17). Privacy Vulnerabilities in Public Digital Service Centers in Dhaka, Bangladesh. Proceedings of the 2020 International Conference on Information and Communication Technologies and Development. https://doi.org/10.1145/3392561.3394642

Conducting Participatory Design to Improve Algorithms in Public Services

Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing / Oct 17, 2020

Saxena, D., & Guha, S. (2020, October 17). Conducting Participatory Design to Improve Algorithms in Public Services: Lessons and Challenges. Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3406865.3418331

All Users are (Not) Created Equal

Proceedings of the ACM on Human-Computer Interaction / Nov 07, 2019

Baumer, E. P. S., Guha, S., Skeba, P., & Gay, G. (2019). All Users are (Not) Created Equal: Predictors Vary for Different Forms of Facebook Non/use. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW), 1–28. https://doi.org/10.1145/3359182

Collective Organizing and Social Responsibility at CSCW

Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing / Oct 17, 2020

Saxena, D., Graeff, E., Guha, S., Cheon, E., Reynolds-Cuéllar, P., Walker, D., Becker, C., & Fleischmann, K. R. (2020, October 17). Collective Organizing and Social Responsibility at CSCW. Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3406865.3418593

Participatory Design of AI Systems: Opportunities and Challenges Across Diverse Users, Relationships, and Application Domains

CHI Conference on Human Factors in Computing Systems Extended Abstracts / Apr 27, 2022

Zytko, D., J. Wisniewski, P., Guha, S., P. S. Baumer, E., & Lee, M. K. (2022, April 27). Participatory Design of AI Systems: Opportunities and Challenges Across Diverse Users, Relationships, and Application Domains. CHI Conference on Human Factors in Computing Systems Extended Abstracts. https://doi.org/10.1145/3491101.3516506

Spatial subterfuge

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiComp '15 / Jan 01, 2015

Guha, S., & Wicker, S. B. (2015, September 7). Spatial subterfuge: an experience sampling study to predict deceptive location disclosures. Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. https://doi.org/10.1145/2750858.2804281

Contingent valuation: Estimating the willingness to pay for housing services: a case study of water supply in

Housing the Poor in the Developing World / Oct 04, 2003

Contingent valuation: Estimating the willingness to pay for housing services: a case study of water supply in. (2003). In Housing the Poor in the Developing World (pp. 205–223). Routledge. https://doi.org/10.4324/9780203035788-16

Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis

CHI Conference on Human Factors in Computing Systems / Apr 27, 2022

Saxena, D., Moon, S. Y., Shehata, D., & Guha, S. (2022, April 27). Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis. CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3491102.3517742

Silenced Voices

Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing / Oct 30, 2018

Nova, F. F., Rifat, Md. R., Saha, P., Ahmed, S. I., & Guha, S. (2018, October 30). Silenced Voices: Understanding Sexual Harassment on Anonymous Social Media Among Bangladeshi People. Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3272973.3274057

Influences of Peers, Friends, and Managers on Employee Engagement

Proceedings of the 19th International Conference on Supporting Group Work / Nov 13, 2016

Muller, M., Shami, N. S., Guha, S., Masli, M., Geyer, W., & Wild, A. (2016, November 13). Influences of Peers, Friends, and Managers on Employee Engagement. Proceedings of the 19th International Conference on Supporting Group Work. https://doi.org/10.1145/2957276.2957292

Child Welfare System

Companion of the 2020 ACM International Conference on Supporting Group Work / Jan 06, 2020

Saxena, D., Badillo-Urquiola, K., Wisniewski, P., & Guha, S. (2020, January 6). Child Welfare System: Interaction of Policy, Practice and Algorithms. Companion of the 2020 ACM International Conference on Supporting Group Work. https://doi.org/10.1145/3323994.3369888

Following bibliometric footprints

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Guha, S., Steinhardt, S., Ahmed, S. I., & Lagoze, C. (2013, July 22). Following bibliometric footprints: the ACM digital library and the evolution of computer science. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/2467696.2467732

Methods for Generating Typologies of Non/use

Proceedings of the ACM on Human-Computer Interaction / May 28, 2020

Saxena, D., Skeba, P., Guha, S., & Baumer, E. P. S. (2020). Methods for Generating Typologies of Non/use. Proceedings of the ACM on Human-Computer Interaction, 4(CSCW1), 1–26. https://doi.org/10.1145/3392832

Examining Parent Versus Child Reviews of Parental Control Apps on Google Play

Lecture Notes in Computer Science / Jan 01, 2019

Alelyani, T., Ghosh, A. K., Moralez, L., Guha, S., & Wisniewski, P. (2019). Examining Parent Versus Child Reviews of Parental Control Apps on Google Play. In Social Computing and Social Media. Communication and Social Communities (pp. 3–21). Springer International Publishing. https://doi.org/10.1007/978-3-030-21905-5_1

Special Interest Group on Transparent Statistics Guidelines

Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems / Apr 20, 2018

Wacharamanotham, C., Kay, M., Haroz, S., Guha, S., & Dragicevic, P. (2018, April 20). Special Interest Group on Transparent Statistics Guidelines. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3170427.3185374

Reconciling data-driven crime analysis with human-centered algorithms

Cities / May 01, 2022

Clancy, K., Chudzik, J., Snowden, A. J., & Guha, S. (2022). Reconciling data-driven crime analysis with human-centered algorithms. Cities, 124, 103604. https://doi.org/10.1016/j.cities.2022.103604

How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child Welfare

CHI Conference on Human Factors in Computing Systems Extended Abstracts / Apr 27, 2022

Saxena, D., Repaci, C., Sage, M. D., & Guha, S. (2022, April 27). How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child Welfare. CHI Conference on Human Factors in Computing Systems Extended Abstracts. https://doi.org/10.1145/3491101.3519771

Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems / Apr 19, 2023

Saxena, D., Moon, E. S.-Y., Chaurasia, A., Guan, Y., & Guha, S. (2023, April 19). Rethinking “Risk” in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3544548.3581308

Usage of the memory of mobile phones by illiterate people

Proceedings of the 3rd ACM Symposium on Computing for Development / Jan 11, 2013

Ahmed, S. I., Zaber, M., & Guha, S. (2013, January 11). Usage of the memory of mobile phones by illiterate people. Proceedings of the 3rd ACM Symposium on Computing for Development. https://doi.org/10.1145/2442882.2442930

Exploring the Impact of (Not) Changing Default Settings in Algorithmic Crime Mapping - A Case Study of Milwaukee, Wisconsin

Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing / Nov 09, 2019

Haque, M. R., Weathington, K., & Guha, S. (2019, November 9). Exploring the Impact of (Not) Changing Default Settings in Algorithmic Crime Mapping - A Case Study of Milwaukee, Wisconsin. Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3311957.3359500

The impact of exploring computer science in Wisconsin: where disadvantage is an advantage

Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education / Jul 02, 2018

Bort, H., Guha, S., & Brylow, D. (2018, July 2). The impact of exploring computer science in Wisconsin: where disadvantage is an advantage. Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. https://doi.org/10.1145/3197091.3197140

Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine

2020 3rd International Conference on Digital Medicine and Image Processing / Nov 06, 2020

Bin Rafiq, R., Modave, F., Guha, S., & Albert, M. V. (2020, November 6). Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine. 2020 3rd International Conference on Digital Medicine and Image Processing. https://doi.org/10.1145/3441369.3441372

Understanding How Marginalized Hijra in Bangladesh Navigate Complex Social Media Ecosystem

Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing / Oct 17, 2020

Nova, F. F., DeVito, M. A., Saha, P., Rashid, K. S., Roy Turzo, S., Afrin, S., & Guha, S. (2020, October 17). Understanding How Marginalized Hijra in Bangladesh Navigate Complex Social Media Ecosystem. Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3406865.3418317

Cultivating the Community

Proceedings of the ACM on Human-Computer Interaction / Jan 14, 2022

Nova, F. F., Coupe, A., Mynatt, E. D., Guha, S., & Pater, J. A. (2022). Cultivating the Community: Inferring Influence within Eating Disorder Networks on Twitter. Proceedings of the ACM on Human-Computer Interaction, 6(GROUP), 1–33. https://doi.org/10.1145/3492826

Understanding Law Enforcement and Common Peoples' Perspectives on Designing Explainable Crime Mapping Algorithms

Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing / Oct 17, 2020

Haque, M. R., Weathington, K., Chudzik, J., & Guha, S. (2020, October 17). Understanding Law Enforcement and Common Peoples’ Perspectives on Designing Explainable Crime Mapping Algorithms. Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3406865.3418330

Using Organizational Social Networks to Predict Employee Engagement

Proceedings of the International AAAI Conference on Web and Social Media / Aug 04, 2021

Guha, S., Muller, M., Shami, N. S., Masli, M., & Geyer, W. (2021). Using Organizational Social Networks to Predict Employee Engagement. Proceedings of the International AAAI Conference on Web and Social Media, 10(1), 571–574. https://doi.org/10.1609/icwsm.v10i1.14814

A Human-Centered Review of Algorithms in Decision-Making in Higher Education

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems / Apr 19, 2023

McConvey, K., Guha, S., & Kuzminykh, A. (2023, April 19). A Human-Centered Review of Algorithms in Decision-Making in Higher Education. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3544548.3580658

Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity

Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP) / Jan 01, 2023

Das, D., Guha, S., & Semaan, B. (2023). Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity. Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP). https://doi.org/10.18653/v1/2023.c3nlp-1.8

Who has a Choice?: Survey-Based Predictors of Volitionality in Facebook Use and Non-use

Proceedings of the ACM on Human-Computer Interaction / Jul 08, 2021

Skeba, P., Saxena, D., Guha, S., & Baumer, E. P. S. (2021). Who has a Choice?: Survey-Based Predictors of Volitionality in Facebook Use and Non-use. Proceedings of the ACM on Human-Computer Interaction, 5(GROUP), 1–25. https://doi.org/10.1145/3463935

Sharing Of Public Harassment Experiences on Social Media in Bangladesh

Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing / Nov 09, 2019

Nova, F. F., Saha, P., Shafi, Md. S. R., & Guha, S. (2019, November 9). Sharing Of Public Harassment Experiences on Social Media in Bangladesh. Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3311957.3359465

Distance matters

Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks / May 20, 2012

Ahmed, S. I., & Guha, S. (2012, May 20). Distance matters: an exploratory analysis of the linguistic features of Flickr photo tag metadata in relation to impression management. Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks. https://doi.org/10.1145/2304536.2304538

Introduction: Driving HCAI Forward

Human-Centered AI / Jan 13, 2022

Shneiderman, B. (2022). Introduction: Driving HCAI Forward. In Human-Centered AI (pp. 228–244). Oxford University PressOxford. https://doi.org/10.1093/oso/9780192845290.003.0024

Who Has an Interest in “Public Interest Technology”?: Critical Questions for Working with Local Governments & Impacted Communities

Companion Publication of the 2022 Conference on Computer Supported Cooperative Work and Social Computing / Nov 08, 2022

Stapleton, L., Saxena, D., Kawakami, A., Nguyen, T., Ammitzbøll Flügge, A., Eslami, M., Holten Møller, N., Lee, M. K., Guha, S., Holstein, K., & Zhu, H. (2022, November 8). Who Has an Interest in “Public Interest Technology”?: Critical Questions for Working with Local Governments & Impacted Communities. Companion Publication of the 2022 Conference on Computer Supported Cooperative Work and Social Computing. https://doi.org/10.1145/3500868.3560484

Analyzing Happiness: Investigation on Happy Moments using a Bag-of-Words Approach and Related Ethical Discussions

2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC) / Jul 01, 2019

Adib, R., Aldawod, E., Lang, N., Lasswell, N., & Guha, S. (2019, July). Analyzing Happiness: Investigation on Happy Moments using a Bag-of-Words Approach and Related Ethical Discussions. 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC). https://doi.org/10.1109/compsac.2019.00099

Supporting Accurate Interpretation of Self-Administered Medical Test Results for Mobile Health: Assessment of Design, Demographics, and Health Condition

Aug 01, 2017

Hohenstein, J. C., Baumer, E. P., Reynolds, L., Murnane, E. L., O’Dell, D., Lee, S., Guha, S., Qi, Y., Rieger, E., & Gay, G. (2017). Supporting Accurate Interpretation of Self-Administered Medical Test Results for Mobile Health: Assessment of Design, Demographics, and Health Condition. https://doi.org/10.2196/preprints.8620

Grounded Theory Method in Human-Computer Interaction and Computer-Supported Cooperative Work

The Human–Computer Interaction Handbook / May 04, 2012

Muller, M. J., & Kogan, S. (2012). Grounded Theory Method in Human-Computer Interaction and Computer-Supported Cooperative Work. In The Human–Computer Interaction Handbook (pp. 1003–1023). CRC Press. https://doi.org/10.1201/b11963-ch-44

Web Enabled Design Collaboration in India

Interdisciplinary Applications of Electronic Collaboration Approaches and Technologies

Guha, S., Thakur, B., Konar, T. S., & Chakrabarty, S. (n.d.). Web Enabled Design Collaboration in India. In Interdisciplinary Applications of Electronic Collaboration Approaches and Technologies (pp. 96–111). IGI Global. https://doi.org/10.4018/978-1-4666-2020-9.ch007

Planning with uncertainties for a heritage building restoration project in Calcutta, India

2007 IEEE International Conference on Industrial Engineering and Engineering Management / Dec 01, 2007

Shion Guha. (2007, December). Planning with uncertainties for a heritage building restoration project in Calcutta, India. 2007 IEEE International Conference on Industrial Engineering and Engineering Management. https://doi.org/10.1109/ieem.2007.4419346

Preprint repository arXiv achieves milestone million uploads

Physics Today / Jan 01, 2014

Preprint repository arXiv achieves milestone million uploads. (2014). Physics Today. https://doi.org/10.1063/pt.5.028530

Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making

ACM Journal on Responsible Computing / Sep 01, 2023

Saxena, D., & Guha, S. (2023). Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making. ACM Journal on Responsible Computing. https://doi.org/10.1145/3616473

Social Media is not a Health Proxy: Differences Between Social Media and Electronic Health Record Reports of Post-COVID Symptoms

Proceedings of the ACM on Human-Computer Interaction / Apr 14, 2023

Pater, J. A., Coupe, A., Nova, F. F., Pfafman, R., Carroll, J., Brouwer, A., Bohn, C., Li, J., Todd, N., Chang, F. L., & Guha, S. (2023). Social Media is not a Health Proxy: Differences Between Social Media and Electronic Health Record Reports of Post-COVID Symptoms. Proceedings of the ACM on Human-Computer Interaction, 7(CSCW1), 1–25. https://doi.org/10.1145/3579624

Understanding Online Harassment and Safety Concerns of Marginalized LGBTQ+ Populations on Social Media in Bangladesh

International Conference on Information & Communication Technologies and Development 2022 / Jun 27, 2022

Nova, F. F., Saha, P., & Guha, S. (2022, June 27). Understanding Online Harassment and Safety Concerns of Marginalized LGBTQ+ Populations on Social Media in Bangladesh. International Conference on Information & Communication Technologies and Development 2022. https://doi.org/10.1145/3572334.3572396

Algorithms in the Daily Lives of Child-Welfare Caseworkers: Harms to Practice, Agency, and Street-Level Decision-Making

SSRN Electronic Journal / Jan 01, 2022

Saxena, D., & Guha, S. (2022). Algorithms in the Daily Lives of Child-Welfare Caseworkers: Harms to Practice, Agency, and Street-Level Decision-Making. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4077245

CRITICAL QUESTIONS FOR BIG DATA

Information, Communication & Society / Jun 01, 2012

boyd, danah, & Crawford, K. (2012). CRITICAL QUESTIONS FOR BIG DATA: Provocations for a cultural, technological, and scholarly phenomenon. Information, Communication & Society, 15(5), 662–679. https://doi.org/10.1080/1369118x.2012.678878

Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications

Jan 01, 2024

Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications. (2024). Elsevier. https://doi.org/10.1016/c2022-0-02821-x

Real-world clinical outcomes and treatment patterns in patients with MDD treated with vortioxetine: a retrospective study

BMC Psychiatry / Dec 13, 2023

McDaniel, B. T., Cornet, V., Carroll, J., Chrones, L., Chudzik, J., Cochran, J., Guha, S., Lawrence, D. F., McCue, M., Sarkey, S., Lorenz, B., & Fawver, J. (2023). Real-world clinical outcomes and treatment patterns in patients with MDD treated with vortioxetine: a retrospective study. BMC Psychiatry, 23(1). https://doi.org/10.1186/s12888-023-05439-8

Uncovering Adverse Childhood Experiences (ACEs) from Clinical Narratives within the Electronic Health Record

Proceedings of the ACM on Human-Computer Interaction / Nov 07, 2022

Nova, F. F., Pfafman, R., Kardys, K., Kerrigan, C., Guha, S., & Pater, J. (2022). Uncovering Adverse Childhood Experiences (ACEs) from Clinical Narratives within the Electronic Health Record. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), 1–29. https://doi.org/10.1145/3555605

Design Recommendations towards Developing a Smartphone-Based Point-of-Care Tool for Rural Bangladeshi Users

International Journal of Human–Computer Interaction / Feb 16, 2023

Hasan, M. K., Saxena, D., Rubaiat, Y., Ahamed, S. I., & Guha, S. (2023). Design Recommendations towards Developing a Smartphone-Based Point-of-Care Tool for Rural Bangladeshi Users. International Journal of Human–Computer Interaction, 40(4), 965–985. https://doi.org/10.1080/10447318.2023.2175462

Charting the Unknown: Challenges in the Clinical Assessment of Patients’ Technology Use Related to Eating Disorders

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems / May 06, 2021

Pater, J., Nova, F. F., Coupe, A., Reining, L. E., Kerrigan, C., Toscos, T., & Mynatt, E. D. (2021, May 6). Charting the Unknown: Challenges in the Clinical Assessment of Patients’ Technology Use Related to Eating Disorders. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445289

Combating Islamophobia: Compromise, Community, and Harmony in Mitigating Harmful Online Content

ACM Transactions on Social Computing / Feb 23, 2024

Rifat, M. R., Asha, A. Z., Jadon, S., Yan, X., Guha, S., & Ahmed, S. I. (2024). Combating Islamophobia: Compromise, Community, and Harmony in Mitigating Harmful Online Content. ACM Transactions on Social Computing. https://doi.org/10.1145/3641510

PACMHCI V7, CSCW2, October 2023 Editorial

Proceedings of the ACM on Human-Computer Interaction / Sep 28, 2023

De Choudhury, M., Ding, X., Guha, S., & Pinatti de Carvalho, A. F. (2023). PACMHCI V7, CSCW2, October 2023 Editorial. Proceedings of the ACM on Human-Computer Interaction, 7(CSCW2), 1–1. https://doi.org/10.1145/3609976

Computer-Supported Cooperative Work

Handbook of Human Computer Interaction / Jan 01, 2023

Ciolfi, L., Lewkowicz, M., & Schmidt, K. (2023). Computer-Supported Cooperative Work. In Handbook of Human Computer Interaction (pp. 1–26). Springer International Publishing. https://doi.org/10.1007/978-3-319-27648-9_30-1

Applying Human-Centered Data Science to Healthcare: Hyperlocal Modeling of COVID-19 Hospitalizations

Companion Proceedings of the 2023 ACM International Conference on Supporting Group Work / Jan 08, 2023

Chui, V., Pater, J., Toscos, T., & Guha, S. (2023, January 8). Applying Human-Centered Data Science to Healthcare: Hyperlocal Modeling of COVID-19 Hospitalizations. Companion Proceedings of the 2023 ACM International Conference on Supporting Group Work. https://doi.org/10.1145/3565967.3570979

Spatio-Temporal Predictive Modeling for Placement of Substance Use Disorder Treatment Facilities in the Midwestern U.S

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering / Jan 01, 2023

Pater, J. A., Guha, S., Pfafman, R., Kerrigan, C., & Toscos, T. (2023). Spatio-Temporal Predictive Modeling for Placement of Substance Use Disorder Treatment Facilities in the Midwestern U.S. In Pervasive Computing Technologies for Healthcare (pp. 429–438). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-34586-9_28

Practitioner Attitudes towards an Early Warning System : From Professional Distraction to Relational Support

2021 IEEE International Professional Communication Conference (ProComm) / Oct 01, 2021

Campbell, L., George, A., & Guha, S. (2021, October). Practitioner Attitudes towards an Early Warning System : From Professional Distraction to Relational Support. 2021 IEEE International Professional Communication Conference (ProComm). https://doi.org/10.1109/procomm52174.2021.00028

Communication and Algorithmic Decision Making in a Virtual Healthcare Context

The 39th ACM International Conference on Design of Communication / Oct 12, 2021

Campbell, L., George, A., & Guha, S. (2021, October 12). Communication and Algorithmic Decision Making in a Virtual Healthcare Context: Extended Abstract. The 39th ACM International Conference on Design of Communication. https://doi.org/10.1145/3472714.3473669

Simulating approaches to emergency department pandemic physician staffing during COVID-19

American Journal of Disaster Medicine / Aug 26, 2021

Sangal, MD, MBA, R. B., Venkatesh, MD, MBA, MHS, A. K., Kinsman, MPH, J., Dashevsky, MD, M., Scofi, MD, MBA, J. E., & Ulrich, MD, A. (2021). Simulating approaches to emergency department pandemic physician staffing during COVID-19. American Journal of Disaster Medicine, 16(2), 85–93. https://doi.org/10.5055/ajdm.2021.0391

Thwarting location privacy protection in location‐based social discovery services

Security and Communication Networks / Feb 04, 2016

Xue, M., Liu, Y., Ross, K. W., & Qian, H. (2016). Thwarting location privacy protection in location‐based social discovery services. Security and Communication Networks, 9(11), 1496–1508. Portico. https://doi.org/10.1002/sec.1438

Dielectric characteristics and positron annihilation study of Eu2O3-doped CaCu3Ti4O12 ceramics

Materials Science and Engineering: B / Feb 01, 2009

Li, T., Xue, Y., Chen, Z., & Chang, F. (2009). Dielectric characteristics and positron annihilation study of Eu2O3-doped CaCu3Ti4O12 ceramics. Materials Science and Engineering: B, 158(1–3), 58–62. https://doi.org/10.1016/j.mseb.2009.01.002

COLLABORATIVE WEB BASED CONSTRUCTION INFORMATICS – A LEARNING SCIENCES PERSPECTIVE IN AN INDIAN CONTEXT

Software Technology and Engineering / Jul 01, 2009

GUHA, S. (2009, July). COLLABORATIVE WEB BASED CONSTRUCTION INFORMATICS – A LEARNING SCIENCES PERSPECTIVE IN AN INDIAN CONTEXT. Software Technology and Engineering. https://doi.org/10.1142/9789814289986_0001

Feasibility of an animated video intervention post-acute exacerbation of COPD

Physiotherapists / Sep 09, 2023

Agarwal, K., De Paiva Azevedo, M., Bourbeau, J., Da Costa, D., Ahmed, S., Anderson, P., & Janaudis-Ferreira, T. (2023, September 9). Feasibility of an animated video intervention post-acute exacerbation of COPD. Physiotherapists. https://doi.org/10.1183/13993003.congress-2023.pa1044

A Goal-Oriented Conceptual Modeling Approach for Responsible Data Science

SSRN Electronic Journal / Jan 01, 2022

Sothilingam, R., Pant, V., Yu, E., & Guha, S. (2022). A Goal-Oriented Conceptual Modeling Approach for Responsible Data Science. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4042280

Empowered Participatory Design in Algorithm Design for the U.S.Child-Welfare System

PDC '20 / May 14, 2020

Saxena, D., & Guha, S. (2020). Empowered Participatory Design in Algorithm Design for the U.S.Child-Welfare System. Tech Otherwise. https://doi.org/10.21428/93b2c832.e9b75588

Education

Cornell University

Ph.D., Information Science, Statistics / September, 2016

Ithaca, New York, United States of America

Cornell University

M.S, Information Science / January, 2014

Ithaca, New York, United States of America

Indian Statistical Institute

M.S., Information Science / August, 2010

Kolkata

Experience

University of Toronto

Assistant Professor / May, 2021Present

Marquette University

Assistant Professor / August, 2016May, 2021

Links & Social Media

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