Koustuv Saha

About Me

I am a Computer Science Ph.D. candidate in the School of Interactive Computing at Georgia Tech. I work in the Social Dynamics and Wellbeing Lab, and I am advised by Dr. Munmun De Choudhury. I did my undergraduate in Computer Science and Engineering from IIT Kharagpur, and hold an overall industry research experience of five years.

I am interested in the interdisciplinary areas of computational social science and social computing. By complementing multimodal datastreams with social media, I adopt methods from machine learning, statistics, natural language, and causal inference analysis to sense, predict, and examine wellbeing and psychosocial dynamics of individuals and collectives, particularly in situated contexts, such as college campuses and workplaces.

Koustuv Saha

Recent Highlights

2021 January: Pre-prints of our recently accepted papers now available: Life Events (CHI'21), Ad Timing (CHI'21), Student Perception (CHI'21), Job Satisfaction (CSCW'21), and Person-Centered Contextualization (IMWUT/UbiComp'21).
2020 December: So happy to be recognized as a Snap Research Fellow: 2020 Snap Research Fellowship. 👻
2020 December: Our work on studying psychosocial effects of COVID-19 gets covered in New York Times and CBC Radio.
2020 October: Extremely thrilled and honored to be recognized as a Foley Scholar, a recipient of the Foley Scholarship Award, GVU Center's highest recognition for student excellence in research contributions to computing.
2020 October: Attending the (virtual) CSCW 2020 conference. Attending the Doctoral Consortium and presenting a poster on my proposed dissertation work.
2020 September: Our upcoming work on the psychological impacts of active shooter drills in K-12 school communities gets featured in NBC, 11Alive, Hill, and Commonwealth Times.
2020 August: Excited to be selected for the CSCW 2020 Doctoral Consortium. I will be presenting my proposed dissertation work on "Computational and Causal Examinations of Wellbeing in Situated Contexts by Leveraging Social Media and Multimodal Data"
2020 August: Presenting our work at the New Future of Work 2020 Symposium
2020 Summer: Video or remote conference presentations. Videos for CHI 2020, ICWSM 2020, HCII 2020.
2020 Summer: Excited to join Snap Research as a Research Intern to work with the Computational Social Science Team
2020 April: Successfully completed my Ph.D. proposal! I am a Ph.D. Candidate now!! Can't ever thank enough so many and many more!

Publications

2021 | 2020 | 2019 | 2018 | 2017

2021

Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data DL PDF Supplementary Cite

@article{saha2021antidepressants,
title={Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data},
author={Saha, Koustuv and Torous, John and Kiciman, Emre and De Choudhury, Munmun},
journal={JMIR Mental Health},
year={2021},
month={Mar},
volume={8},
number={3},
doi={10.2196/26589}
}

K Saha, J Torous, E Kiciman, and M De Choudhury
Journal of Medical Internet Research Mental Health (JMIR MH), (Impact Factor: 3.54), 2021.
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing DL PDF Cite

@article{saha2021person,
title={Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing},
author={Saha, Koustuv and Grover, Ted and Mattingly, Stephen and Das Swain, Vedant and Gupta, Pranshu and Martinez, Gonzalo J and Robles-Granda, Pablo and Mark, Gloria and Striegel, Aaron and De Choudhury, Munmun},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
year={2021}
}

K Saha⁺, T Grover⁺, SM Mattingly, V Das Swain, P Gupta, GJ Martinez, P Robles-Granda, G Mark, A Striegel, and M De Choudhury (⁺ co-primary)
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2021, To be presented at UbiComp 2021.
A Social Media Study on Demographic Differences in Perceived Job Satisfaction DL PDF Cite

@article{saha2021job,
title={A Social Media Study on Demographic Differences in Perceived Job Satisfaction},
author={Saha, Koustuv and Yousuf, Asra and Hickman, Louis and Gupta, Pranshu and Tay, Louis and De Choudhury, Munmun},
journal={Proceedings of the ACM on Human-Computer Interaction (CSCW)},
volume={5},
number={CSCW1},
pages={1--29},
year={2021}
}

K Saha, A Yousuf, L Hickman, P Gupta, L Tay, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), To be presented at CSCW 2021.
What Life Events are Disclosed on Social Media, How, When, and By Whom? DL PDF Supplementary Cite

@inproceedings{saha2021life,
title={What Life Events are Disclosed on Social Media, How, When, and By Whom?},
author={Saha, Koustuv and Seybolt, Jordyn and Mattingly, Stephen M and Aledavood, Talayeh and Konjeti, Chaitanya and Martinez, Gonzalo J and Grover, Ted and Mark, Gloria and De Choudhury, Munmun},
booktitle={Proc. CHI},
year={2021}
}

K Saha, J Seybolt, SM Mattingly, T Aledavood, C Konjeti, GJ Martinez, T Grover, G Mark, and M De Choudhury
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.
AdverTiming Matters: Examining User Ad Consumption for Effective Ad Allocations on Social Media DL PDF Cite

@inproceedings{saha2021advertiming,
title={AdverTiming Matters: Examining User Ad Consumption for Effective Ad Allocations on Social Media},
author={Saha, Koustuv and Liu, Yozen and Vincent, Nicholas and Chowdhury, Farhan Asif and Neves, Leonardo and Shah, Neil and Bos, Maarten W},
booktitle={Proc. CHI},
year={2021}
}

K Saha, Y Liu, N Vincent, FA Chowdhury, L Neves, N Shah, and MW Bos
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.
Towards Mutual Theory of Mind in Human-AI Interaction: How Language Reflects What Students Perceive About a Virtual Teaching Assistant DL PDF Cite

@inproceedings{wang2021mutual,
title={Towards Mutual Theory of Mind in Human-AI Interaction: How Language Reflects What Students Perceive About a Virtual Teaching Assistant},
author={Wang, Qiaosi and Saha, Koustuv and Gregori, Eric and Joyner, David and Goel, Ashok K},
booktitle={Proc. CHI},
year={2021}
}

Q Wang, K Saha, E Gregori, DA Joyner, and AK Goel
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%).
"The Smartest Decision for My Future": Social Media Reveals Challenges and Stress During Post-College Life Transition Cite

@article{gong2021transition,
title={"The Smartest Decision for My Future": Social Media Reveals Challenges and Stress During Post-College Life Transition},
author={Gong, Crystal and Saha, Koustuv and Chancellor, Stevie},
journal={Proceedings of the ACM on Human-Computer Interaction (CSCW)},
year={2021}
}

C Gong, K Saha, and S Chancellor
To Appear in Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI).
CEAM: The Effectiveness of Cyclic and Ephemeral Attention Models of User Behavior on Social Platforms PDF Cite

@inproceedings{chowdhury2021social,
title={CEAM: The Effectiveness of Cyclic and Ephemeral Attention Models of User Behavior on Social Platforms},
author={Chowdhury, Farhan Asif and Liu, Yozen and Saha, Koustuv and Vincent, Nicholas and Neves, Leonardo and Shah, Neil and Bos, Maarten W},
booktitle={Proceedings of the International AAAI Conference on Web and Social Media},
year={2021}
}

FA Chowdhury, Y Liu, K Saha, N Vincent, L Neves, N Shah, and MW Bos
To Appear in Proceedings of the 15th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 12%).
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being DL PDF Cite

@article{roblesgranda2021jointly,
author={Robles-Granda, Pablo and Lin, Suwen and Wu, Xian and Martinez, Gonzalo J. and Mattingly, Stephen M. and Moskal, Edward and Striegel, Aaron and Chawla, Nitesh V. and D'Mello, Sidney and Gregg, Julie and Nies, Kari and Mark, Gloria and Grover, Ted and Campbell, Andrew T. and Mirjafari, Shayan and Saha, Koustuv and De Choudhury, Munmun and Dey, Anind K.},
journal={IEEE Computational Intelligence Magazine},
title={Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being},
year={2021},
volume={16},
number={2},
pages={46-61},
doi={10.1109/MCI.2021.3061877}
}

P Robles-Granda, S Lin, X Wu, GJ Martinez, SM Mattingly, E Moskal, A Striegel, NV Chawla, S D'Mello, J Gregg, K Nies, G Mark, T Grover, AT Campbell, S Mirjafari, K Saha, M De Choudhury, AK Dey
IEEE Computational Intelligence Magazine.

2020

Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media DL PDF NYT CBC Cite

@article{saha2020covid,
title={Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media},
author={Saha, Koustuv and Torous, John and Caine, Eric D and De Choudhury, Munmun},
journal={Journal of medical Internet research},
volume={22},
number={11},
pages={e22600},
year={2020} }

K Saha, J Torous, ED Caine, and M De Choudhury
Journal of Medical Internet Research (JMIR), (Impact Factor: 5.03), 2020
Social Media and Ubiquitous Technologies for Remote Worker Wellbeing and Productivity in a Post-Pandemic World DL PDF Cite

@inproceedings{dasswain2020social,
title={Social Media and Ubiquitous Technologies for Remote Worker Wellbeing and Productivity in a Post-Pandemic World},
author={Das Swain, Vedant and Saha, Koustuv and Abowd, Gregory D and De Choudhury, Munmun}, booktitle={Proceedings of 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence (CogMI)},
year={2020}
}

V Das Swain⁺, K Saha⁺, GD Abowd, and M De Choudhury (⁺ co-primary)
Proceedings of 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence (CogMI)
Causal Factors of Effective Psychosocial Outcomes in Online Mental Health Communities DL PDF Video Cite

@inproceedings{saha2020causal,
title={Causal factors of effective psychosocial outcomes in online mental health communities},
author={Saha, Koustuv and Sharma, Amit},
booktitle={Proceedings of the International AAAI Conference on Web and Social Media},
volume={14},
pages={590--601},
year={2020}
}

K Saha and A Sharma
Proceedings of the 14th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2020.
Modeling Organizational Culture with Workplace Experiences Shared on Glassdoor DL PDF Press Video Cite

@inproceedings{dasswain2020culture,
title={Modeling organizational culture with workplace experiences shared on glassdoor},
author={Das Swain, Vedant and Saha, Koustuv and Reddy, Manikanta D and Rajvanshy, Hemang and Abowd, Gregory D and De Choudhury, Munmun},
booktitle={Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages={1--15},
year={2020}
}

V Das Swain⁺, K Saha⁺, MD Reddy, H Rajvanshy, GD Abowd, and M De Choudhury (⁺ co-primary)
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, (Acceptance: 24%).
Measuring Self-Esteem with Passive Sensing DL PDF Video Slides Cite

@inproceedings{binmorshed2020selfesteem,
title={Measuring Self-Esteem with Passive Sensing},
author={Bin Morshed, Mehrab and Saha, Koustuv and De Choudhury, Munmun and Abowd, Gregory D and Ploetz, Thomas},
booktitle={Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth)},
year={2020}
}

M Bin Morshed⁺, K Saha⁺, M De Choudhury, GD Abowd, and T Plötz (⁺ co-primary)
Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, Presented at PervasiveHealth 2020.
A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study DL Cite

@article{morshed2020real,
title={A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study},
author={Morshed, Mehrab Bin and Kulkarni, Samruddhi Shreeram and Li, Richard and Saha, Koustuv and Roper, Leah Galante and Nachman, Lama and Lu, Hong and Mirabella, Lucia and Srivastava, Sanjeev and De Choudhury, Munmun and others},
journal={JMIR mHealth and uHealth},
volume={8},
number={12},
year={2020}
}

M Bin Morshed, S Kuklkarni, R Li, K Saha, LG Roper, L Nachman, H Lu, L Mirabella, S Srivastava, M De Choudhury, K de Barbaro, T Plötz, GD Abowd
Journal of Medical Internet Research mHealth and uHealth (JMU), (Impact Factor: 4.31), 2020
Understanding Moderation in Online Mental Health Communities DL PDF Video Cite

@inproceedings{saha2020omhc,
title={Understanding moderation in online mental health communities},
author={Saha, Koustuv and Ernala, Sindhu Kiranmai and Dutta, Sarmistha and Sharma, Eva and De Choudhury, Munmun},
booktitle={International Conference on Human-Computer Interaction},
pages={87--107},
year={2020},
organization={Springer}
}

K Saha, SK Ernala, S Dutta, E Sharma, and M De Choudhury
In 22nd International Conference on Human-Computer Interaction, Springer LNCS, Presented at HCII 2020.
Improved Sleep Detection Through The Fusion of Phone Agent and Wearable Data Streams DL PDF Cite

@inproceedings{martinez2020improved,
title={Improved sleep detection through the fusion of phone agent and wearable data streams},
author={Martinez, Gonzalo J and Mattingly, Stephen M and Young, Jessica and Faust, Louis and Dey, Anind K and Campbell, Andrew T and De Choudhury, Munmun and Mirjafari, Shayan and Nepal, Subigya K and Robles-Granda, Pablo and Saha, Koustuv and Striegel, Aaron},
booktitle={2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
pages={1--6},
year={2020},
organization={IEEE}
}

GJ Martinez⁺, SM Mattingly⁺, J Young, L Faust, AK Dey, AT Campbell, M De Choudhury, S Mirjafari, S Nepal, P Robles-Granda, K Saha, A Striegel (⁺ co-primary)
In Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices (WristSense), co-located with IEEE PerCom, Best Paper Honorable Mention

2019

LibRA: On LinkedIn based Role Ambiguity and Its Relationship with Wellbeing and Job Performance DL PDF Slides Cite

@article{saha2019libra,
title = {{Libra: On linkedin based role ambiguity and its relationship with wellbeing and job performance}},
author={Saha, Koustuv and Reddy, Manikanta D and Mattingly, Stephen and Moskal, Edward and Sirigiri, Anusha and De Choudhury, Munmun},
journal={Proceedings of the ACM on Human-Computer Interaction},
volume={3},
number={CSCW},
pages={1--30},
year={2019},
publisher={ACM New York, NY, USA}
}

K Saha, MD Reddy, SM Mattingly, E Moskal, A Sirigiri, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.
The Language of LGBTQ+ Minority Stress Experiences on Social Media DL PDF Slides Cite

@article{saha2019minority,
title = {{The Language of LGBTQ+ Minority Stress Experiences on Social Media}},
author={Saha, Koustuv and Kim, Sang Chan and Reddy, Manikanta D and Carter, Albert J and Sharma, Eva and Haimson, Oliver L and De Choudhury, Munmun},
journal={PACM HCI},
number={CSCW},
year={2019}
}

K Saha, SC Kim, MD Reddy, AJ Carter, E Sharma, OL Haimson, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.
A Social Media Study on the Effects of Psychiatric Medication Use DL PDF Slides Cite

@inproceedings{saha2019social,
title = {{A Social Media Study on the Effects of Psychiatric Medication Use}},
author={Saha, Koustuv and Sugar, Benjamin and Torous, John and Abrahao, Bruno and Kiciman, Emre and De Choudhury, Munmun},
booktitle = {{ICWSM}},
year={2019}
}

K Saha, B Sugar, J Torous, B Abrahao, E Kiciman, and M De Choudhury
Proceedings of the 13th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 18%), Presented at ICWSM 2019, Outstanding Study Design Paper
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior DL PDF Slides Cite

@inproceedings{saha2019imputation,
author = {Saha, Koustuv and Reddy, Manikanta D and Das Swain, Vedant and Gregg, Julie M and Grover, Ted and Lin, Suwen and Martinez, Gonzalo J and Mattingly, Stephen M and Mirjafari, Shayan and Mulukutla, Raghu and Nies, Kari and Robles-Granda, Pablo and Sirigiri, Anusha and Yoo, Dong Whi and Audia, Pino and Campbell, Andrew T and Chawla, Nitesh V and D'Mello, Sidney K and Dey, Anind K and Jiang, Kaifeng and Liu, Qiang and Mark, Gloria and Moskal, Edward and Striegel Aaron and De Choudhury, Munmun},
booktitle = {{Proceedings of International Conference on Affective Computing and Intelligent Interaction (ACII 2019)}},
title = {{{Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior}}},
year = {2019}
}

K Saha, MD Reddy, V Das Swain, JM Gregg, T Grover, S Lin, GJ Martinez, SM Mattingly, S Mirjafari, R Mulukutla, K Nies, P Robles-Granda, A Sirigiri, DW Yoo, P Audia, AT Campbell, NV Chawla, SK D'Mello, AK Dey, K Jiang, Q Liu, G Mark, E Moskal, A Striegel, and M De Choudhury
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction (ACII), (Acceptance: 18%), Presented at ACII 2019.
Prevalence and Psychological Effects of Hateful Speech in Online College Communities DL PDF Slides Cite

@inproceedings{saha2019prevalence,
title = {{Prevalence and psychological effects of hateful speech in online college communities}},
author={Saha, Koustuv and Chandrasekharan, Eshwar and De Choudhury, Munmun},
booktitle = {{Proceedings of the 10th ACM Conference on Web Science}},
pages={255--264},
year={2019}
}

K Saha, E Chandrasekharan, and M De Choudhury
Proceedings of the 11th ACM Conference on Web Science (WebSci), (Acceptance: 31.5%), Presented at WebSci 2019
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas DL PDF Cite

@article{das2019multisensor,
author = {Das Swain, Vedant and others},
title = {{A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas}},
year = {2019},
issue_date = {December 2019},
volume = {3},
number = {4},
doi = {10.1145/3369828},
journal = {Proc. ACM IMWUT},
articleno = {130},
numpages = {27},
keywords = {media access control, Wireless sensor networks, radio interference, multi-channel}
}

V Das Swain, K Saha, H Rajvanshy, A Sirigiri, JM Gregg, S Lin, GJ Martinez, SM Mattingly, S Mirjafari, R Mulukutla, S Nepal, K Nies, MD Reddy, P Robles-Granda, AT Campbell, NV Chawla, SK D'Mello, AK Dey, K Jiang, Q Liu, G Mark, E Moskal, A Striegel, L Tay, GD Abowd, and M De Choudhury
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2019.
Prediction of Mood Instability with Passive Sensing DL PDF Cite

@article{morshed2019prediction,
title = {{Prediction of Mood Instability with Passive Sensing}},
author={Morshed, Mehrab Bin and Saha, Koustuv and Li, Richard and D'Mello, Sidney K and De Choudhury, Munmun and Abowd, Gregory D and Ploetz, Thomas},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={3},
number={3},
article={75},
year={2019}
}

M Bin Morshed, K Saha, R Li, SK D'Mello, M De Choudhury, GD Abowd, and T Plötz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2019.
A Computational Study of Mental Health Awareness Campaigns on Social Media DL PDF Cite

@article{saha2019computational,
title = {{A Computational Study of Mental Health Awareness Campaigns on Social Media}},
author={Saha, Koustuv and Torous, John and Ernala, Sindhu Kiranmai and Rizuto, Conor and Stafford, Amanda and De Choudhury, Munmun},
journal={Translational behavioral medicine},
volume={9},
number={6},
pages={1197--1207},
year={2019},
publisher={Oxford University Press US}
}

K Saha⁺, J Torous⁺, SK Ernala, C Rizuto, A Stafford, and M De Choudhury (⁺ co-primary)
Translational Behavioral Medicine (TBM), (Impact Factor: 2.5), 2019.
JobLex: A Lexico-Semantic Knowledgebase of Occupational Information Descriptors DL PDF Lexicon Cite

@inproceedings{saha2019joblex,
title = {{JobLex: A Lexico-Semantic Knowledgebase of Occupational Information Descriptors}},
author={Saha, Koustuv and Reddy, Manikanta D and De Choudhury, Munmun},
year = {2019},
booktitle={SocInfo}
}

K Saha, MD Reddy, and M De Choudhury
11th International Conference on Social Informatics (SocInfo 2019).
Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing DL PDF Slides Cite

@inproceedings{saha2019tessSocial,
title = {{Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing}}, author={Saha, Koustuv and Bayraktaraglu, Ayse Elvan and Campbell, Andrew and Chawla, Nitesh V and De Choudhury, Munmun and D\'Mello, Sidney K and Dey, Anind K and Gao, Ge and Gregg, Julie M and Jagannath, Krithika and Mark, Gloria and Martinez, Gonzalo J and Mattingly, Stephen M and Moskal, Edward and Sirigiri, Anusha and Striegel, Aaron and Yoo, Dong Whi},
booktitle = {{CHI Ext. Abstracts}},
year={2019},
organization={ACM}
}

K Saha, AE Bayraktaraglu, AT Campbell, NV Chawla, M De Choudhury, SK D'Mello, AK Dey, G Gao, JM Gregg, K Jagannath, G Mark, GJ Martinez, SM Mattingly, E Moskal, A Sirigiri, A Striegel, and DW Yoo
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI 2019 Case Study), (Acceptance: 30%), Presented at CHI 2019.
Differentiating Higher and Lower Job Performers in the Workplace using Mobile Sensing DL PDF Cite

@article{mirjafari2019differentiating,br> author = {Mirjafari, Shayan and Masaba, Kizito and Grover, Ted and Wang, Weichen and Audia, Pino and Campbell, Andrew T. and Chawla, Nitesh V. and Swain, Vedant Das and Choudhury, Munmun De and Dey, Anind K. and D'Mello, Sidney K. and Gao, Ge and Gregg, Julie M. and Jagannath, Krithika and Jiang, Kaifeng and Lin, Suwen and Liu, Qiang and Mark, Gloria and Martinez, Gonzalo J. and Mattingly, Stephen M. and Moskal, Edward and Mulukutla, Raghu and Nepal, Subigya and Nies, Kari and Reddy, Manikanta D. and Robles-Granda, Pablo and Saha, Koustuv and Sirigiri, Anusha and Striegel, Aaron},
title = {Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing},
year = {2019},
issue_date = {June 2019},
publisher = {ACM},
volume = {3},
number = {2},
articleno = {37},
numpages = {24}
}

S Mirjafari, K Masaba, T Grover, W Wang, P Audia, AT Campbell, NV Chawla, V Das Swain, M De Choudhury, AK Dey, SK D'Mello, G Gao, JM Gregg, K Jagannath, K Jiang, S Lin, Q Liu, G Mark, GJ Martinez, SM Mattingly, E Moskal, R Mulukutla, S Nepal, K Nies, MD Reddy, P Robles-Granda, K Saha, A Sirigiri, and A Striegel
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2019.
The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers DL PDF Cite

@inproceedings{mattingly2019tesserae,
author = {Mattingly, Stephen M. and Gregg, Julie M. and Audia, Pino and Bayraktaroglu, Ayse Elvan and Campbell, Andrew T. and Chawla, Nitesh V. and Das Swain, Vedant and De Choudhury, Munmun and D'Mello, Sidney K. and Dey, Anind K. and Gao, Ge and Jagannath, Krithika and Jiang, Kaifeng and Lin, Suwen and Liu, Qiang and Mark, Gloria and Martinez, Gonzalo J. and Masaba, Kizito and Mirjafari, Shayan and Moskal, Edward and Mulukutla, Raghu and Nies, Kari and Reddy, Manikanta D. and Robles-Granda, Pablo and Saha, Koustuv and Sirigiri, Anusha and Striegel, Aaron},
title = {The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers},
year = {2019},
publisher = {ACM},
booktitle = {Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems},
pages = {1–8},
numpages = {8},
series = {CHI EA '19}
} }

SM Mattingly, JM Gregg, P Audia, AE Bayraktaraglu, AT Campbell, NV Chawla, V Das Swain, M De Choudhury, SK D'Mello, AK Dey, G Gao, K Jagannath, K Jiang, S Lin, Q Liu, G Mark, GJ Martinez, K Masaba, S Mirjafari, E Moskal, R Mulukutla, K Nies, MD Reddy, P Robles-Granda, K Saha, A Sirigiri, and A Striegel
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI 2019 Case Study), (Acceptance: 30%).
Automated Tracking of Components of Job Satisfaction via Text Mining of Twitter Data PDF Cite

@inproceedings{hickman2019automated,
title = {{Automated tracking of components of job satisfaction via text mining of twitter data}},
author={Hickman, Louis and Saha, Koustuv and De Choudhury, Munmun and Tay, Louis},
booktitle = {{ML Symposium, SIOP}},
year={2019}
}

L Hickman, K Saha, M De Choudhury, and L Tay
ML Symposium, colocated with 34th Annual Society for Industrial and Organizational Psychology Conference (SIOP 2019).
On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook DL PDF Slides Cite

@inproceedings{ribeiro2019microtargeting,
title={On microtargeting socially divisive ads: A case study of russia-linked ad campaigns on facebook},
author={Ribeiro, Filipe N and Saha, Koustuv and Babaei, Mahmoudreza and Henrique, Lucas and Messias, Johnnatan and Benevenuto, Fabricio and Goga, Oana and Gummadi, Krishna P and Redmiles, Elissa M},
booktitle={Proceedings of the Conference on Fairness, Accountability, and Transparency},
pages={140--149},
year={2019}
} }

FN Ribeiro⁺, K Saha⁺, M Babaei, L Henrique, J Messias, F Benevenuto, O Goga, KP Gummadi, and EM Redmiles (⁺ co-primary)
Proceedings of the 2nd ACM Conference on Fairness, Accountability, and Transparency (FAT*), (Acceptance: 24%), Presented at FAT* 2019.

2018

A Social Media Based Examination of the Effects of Counseling Recommendations After Student Deaths on College Campuses DL PDF Slides Cite

@inproceedings{saha2018counseling,
author = {Saha, Koustuv and Weber, Ingmar and De Choudhury, Munmun},
title = {{A Social Media Based Examination of the Effects of Counseling Recommendations After Student Deaths on College Campuses}},
booktitle = {{ICWSM}},
year = {2018}
}

K Saha, I Weber, and M De Choudhury
Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2018.
Modeling Stress with Social Media Around Incidents of Gun Violence on College Campuses DL PDF Slides Blog Press Cite

@article{saha2017stress,
title = {{Modeling stress with social media around incidents of gun violence on college campuses}}, author={Saha, Koustuv and De Choudhury, Munmun},
journal={Proceedings of the ACM on Human-Computer Interaction},
volume={1},
number={CSCW},
pages={92},
year={2017},
publisher={ACM}
}

K Saha and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 27%), Presented at CSCW 2018.

2017

Inferring Mood Instability on Social Media by Leveraging Ecological Momentary Assessments DL PDF Slides Cite

@article{saha2017inferring,
title={Inferring mood instability on social media by leveraging ecological momentary assessments},
author={Saha, Koustuv and Chan, Larry and De Barbaro, Kaya and Abowd, Gregory D and De Choudhury, Munmun},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={1},
number={3},
pages={1--27},
year={2017},
publisher={ACM New York, NY, USA}
}

K Saha, L Chan, K de Barbaro, GD Abowd, and M De Choudhury
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), (Acceptance: 8%), Presented at UbiComp 2017.
Characterizing Awareness of Schizophrenia Among Facebook Users by Leveraging Facebook Advertisement Estimates DL PDF Slides Cite

@article{saha2017characterizing,
title={Characterizing awareness of schizophrenia among Facebook users by leveraging Facebook advertisement estimates},
author={Saha, Koustuv and Weber, Ingmar and Birnbaum, Michael L and De Choudhury, Munmun},
journal={Journal of medical Internet research},
volume={19},
number={5},
pages={e156},
year={2017}
}

K Saha, I Weber, ML Birnbaum, and M De Choudhury
Journal of Medical Internet Research (JMIR), (Impact Factor: 5.1), 2017, Presented at Mental Health Symposium, CHI 2017.
Analyzing Ideological Discourse on Social Media: A Case Study on the Abortion Discourse DL PDF Cite

@inproceedings{sharma2017analyzing,
title={Analyzing ideological discourse on social media: A case study of the abortion debate},
author={Sharma, Eva and Saha, Koustuv and Ernala, Sindhu Kiranmai and Ghoshal, Sucheta and De Choudhury, Munmun},
booktitle={Proceedings of the 2017 International Conference of The Computational Social Science Society of the Americas},
pages={1--8},
year={2017}
}

E Sharma⁺, K Saha⁺, SK Ernala⁺, S Ghoshal⁺, and M De Choudhury (⁺ co-primary)
Proceedings of the 2017 International Conference of The Computational Social Science Society of the Americas (CSS 2017).

Curriculum Vitae

Download my CV here.

For an updated CV, feel free to email me.

Experience

2020, Research Intern, Snap Research
2019, Research Intern, Microsoft Research
2018, Visiting Scholar, Max Planck Institute for Software Systems
2017, Research Intern, Fred Hutch
2012-16, Senior Researcher, Abzooba
2012, Junior Research Associate, Infosys Labs
2011, Research Intern, Siemens

Education

2016 -
Ph.D. in Computer Science
Georgia Institute of Technology
2008 - 12
B.Tech (Hons.) in Computer Science and Engineering
Indian Institute of Technology Kharagpur

Koustuv Saha

2021 January: Pre-prints of our recently accepted papers now available: Life Events (CHI'21), Ad Timing (CHI'21), Student Perception (CHI'21), Job Satisfaction (CSCW'21), and Person-Centered Contextualization (IMWUT/UbiComp'21).

2020 December: So happy to be recognized as a Snap Research Fellow: 2020 Snap Research Fellowship. 👻

2020 December: Our work on studying psychosocial effects of COVID-19 gets covered in New York Times and CBC Radio.

2020 October: Extremely thrilled and honored to be recognized as a Foley Scholar, a recipient of the Foley Scholarship Award, GVU Center's highest recognition for student excellence in research contributions to computing.

2020 October: Attending the (virtual) CSCW 2020 conference. Attending the Doctoral Consortium and presenting a poster on my proposed dissertation work.

2020 September: Our upcoming work on the psychological impacts of active shooter drills in K-12 school communities gets featured in NBC, 11Alive, Hill, and Commonwealth Times.

2020 August: Excited to be selected for the CSCW 2020 Doctoral Consortium. I will be presenting my proposed dissertation work on "Computational and Causal Examinations of Wellbeing in Situated Contexts by Leveraging Social Media and Multimodal Data"

2020 August: Presenting our work at the New Future of Work 2020 Symposium

2020 Summer: Video or remote conference presentations. Videos for CHI 2020, ICWSM 2020, HCII 2020.

2020 Summer: Excited to join Snap Research as a Research Intern to work with the Computational Social Science Team

2020 April: Successfully completed my Ph.D. proposal! I am a Ph.D. Candidate now!! Can't ever thank enough so many and many more!

2021 | 2020 | 2019 | 2018 | 2017

2021

K Saha, J Torous, E Kiciman, and M De Choudhury Journal of Medical Internet Research Mental Health (JMIR MH), (Impact Factor: 3.54), 2021.

K Saha+, T Grover+, SM Mattingly, V Das Swain, P Gupta, GJ Martinez, P Robles-Granda, G Mark, A Striegel, and M De Choudhury (+ co-primary) Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2021, To be presented at UbiComp 2021.

K Saha, A Yousuf, L Hickman, P Gupta, L Tay, and M De Choudhury Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), To be presented at CSCW 2021.

K Saha, J Seybolt, SM Mattingly, T Aledavood, C Konjeti, GJ Martinez, T Grover, G Mark, and M De Choudhury Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.

K Saha, Y Liu, N Vincent, FA Chowdhury, L Neves, N Shah, and MW Bos Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.

Q Wang, K Saha, E Gregori, DA Joyner, and AK Goel Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%).

C Gong, K Saha, and S Chancellor To Appear in Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI).

FA Chowdhury, Y Liu, K Saha, N Vincent, L Neves, N Shah, and MW Bos To Appear in Proceedings of the 15th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 12%).

P Robles-Granda, S Lin, X Wu, GJ Martinez, SM Mattingly, E Moskal, A Striegel, NV Chawla, S D'Mello, J Gregg, K Nies, G Mark, T Grover, AT Campbell, S Mirjafari, K Saha, M De Choudhury, AK Dey IEEE Computational Intelligence Magazine.

2020

K Saha, J Torous, ED Caine, and M De Choudhury Journal of Medical Internet Research (JMIR), (Impact Factor: 5.03), 2020

V Das Swain+, K Saha+, GD Abowd, and M De Choudhury (+ co-primary) Proceedings of 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence (CogMI)

K Saha and A Sharma Proceedings of the 14th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2020.

V Das Swain+, K Saha+, MD Reddy, H Rajvanshy, GD Abowd, and M De Choudhury (+ co-primary) Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, (Acceptance: 24%).

M Bin Morshed+, K Saha+, M De Choudhury, GD Abowd, and T Plötz (+ co-primary) Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, Presented at PervasiveHealth 2020.

M Bin Morshed, S Kuklkarni, R Li, K Saha, LG Roper, L Nachman, H Lu, L Mirabella, S Srivastava, M De Choudhury, K de Barbaro, T Plötz, GD Abowd Journal of Medical Internet Research mHealth and uHealth (JMU), (Impact Factor: 4.31), 2020

K Saha, SK Ernala, S Dutta, E Sharma, and M De Choudhury In 22nd International Conference on Human-Computer Interaction, Springer LNCS, Presented at HCII 2020.

2019

K Saha, MD Reddy, SM Mattingly, E Moskal, A Sirigiri, and M De Choudhury Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.

K Saha, SC Kim, MD Reddy, AJ Carter, E Sharma, OL Haimson, and M De Choudhury Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.

K Saha, B Sugar, J Torous, B Abrahao, E Kiciman, and M De Choudhury Proceedings of the 13th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 18%), Presented at ICWSM 2019, Outstanding Study Design Paper

K Saha, E Chandrasekharan, and M De Choudhury Proceedings of the 11th ACM Conference on Web Science (WebSci), (Acceptance: 31.5%), Presented at WebSci 2019

M Bin Morshed, K Saha, R Li, SK D'Mello, M De Choudhury, GD Abowd, and T Plötz Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2019.

K Saha+, J Torous+, SK Ernala, C Rizuto, A Stafford, and M De Choudhury (+ co-primary) Translational Behavioral Medicine (TBM), (Impact Factor: 2.5), 2019.

K Saha, MD Reddy, and M De Choudhury 11th International Conference on Social Informatics (SocInfo 2019).

L Hickman, K Saha, M De Choudhury, and L Tay ML Symposium, colocated with 34th Annual Society for Industrial and Organizational Psychology Conference (SIOP 2019).

FN Ribeiro+, K Saha+, M Babaei, L Henrique, J Messias, F Benevenuto, O Goga, KP Gummadi, and EM Redmiles (+ co-primary) Proceedings of the 2nd ACM Conference on Fairness, Accountability, and Transparency (FAT*), (Acceptance: 24%), Presented at FAT* 2019.

2018

K Saha, I Weber, and M De Choudhury Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2018.

K Saha and M De Choudhury Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 27%), Presented at CSCW 2018.

2017

K Saha, L Chan, K de Barbaro, GD Abowd, and M De Choudhury Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), (Acceptance: 8%), Presented at UbiComp 2017.

K Saha, I Weber, ML Birnbaum, and M De Choudhury Journal of Medical Internet Research (JMIR), (Impact Factor: 5.1), 2017, Presented at Mental Health Symposium, CHI 2017.

E Sharma+, K Saha+, SK Ernala+, S Ghoshal+, and M De Choudhury (+ co-primary) Proceedings of the 2017 International Conference of The Computational Social Science Society of the Americas (CSS 2017).

K Saha, J Torous, E Kiciman, and M De Choudhury
Journal of Medical Internet Research Mental Health (JMIR MH), (Impact Factor: 3.54), 2021.

K Saha⁺, T Grover⁺, SM Mattingly, V Das Swain, P Gupta, GJ Martinez, P Robles-Granda, G Mark, A Striegel, and M De Choudhury (⁺ co-primary)
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2021, To be presented at UbiComp 2021.

K Saha, A Yousuf, L Hickman, P Gupta, L Tay, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), To be presented at CSCW 2021.

K Saha, J Seybolt, SM Mattingly, T Aledavood, C Konjeti, GJ Martinez, T Grover, G Mark, and M De Choudhury
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.

K Saha, Y Liu, N Vincent, FA Chowdhury, L Neves, N Shah, and MW Bos
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%), To be presented at CHI 2021.

Q Wang, K Saha, E Gregori, DA Joyner, and AK Goel
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, (Acceptance: 26%).

C Gong, K Saha, and S Chancellor
To Appear in Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI).

FA Chowdhury, Y Liu, K Saha, N Vincent, L Neves, N Shah, and MW Bos
To Appear in Proceedings of the 15th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 12%).

P Robles-Granda, S Lin, X Wu, GJ Martinez, SM Mattingly, E Moskal, A Striegel, NV Chawla, S D'Mello, J Gregg, K Nies, G Mark, T Grover, AT Campbell, S Mirjafari, K Saha, M De Choudhury, AK Dey
IEEE Computational Intelligence Magazine.

K Saha, J Torous, ED Caine, and M De Choudhury
Journal of Medical Internet Research (JMIR), (Impact Factor: 5.03), 2020

V Das Swain⁺, K Saha⁺, GD Abowd, and M De Choudhury (⁺ co-primary)
Proceedings of 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence (CogMI)

K Saha and A Sharma
Proceedings of the 14th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2020.

V Das Swain⁺, K Saha⁺, MD Reddy, H Rajvanshy, GD Abowd, and M De Choudhury (⁺ co-primary)
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, (Acceptance: 24%).

M Bin Morshed⁺, K Saha⁺, M De Choudhury, GD Abowd, and T Plötz (⁺ co-primary)
Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, Presented at PervasiveHealth 2020.

M Bin Morshed, S Kuklkarni, R Li, K Saha, LG Roper, L Nachman, H Lu, L Mirabella, S Srivastava, M De Choudhury, K de Barbaro, T Plötz, GD Abowd
Journal of Medical Internet Research mHealth and uHealth (JMU), (Impact Factor: 4.31), 2020

K Saha, SK Ernala, S Dutta, E Sharma, and M De Choudhury
In 22nd International Conference on Human-Computer Interaction, Springer LNCS, Presented at HCII 2020.

K Saha, MD Reddy, SM Mattingly, E Moskal, A Sirigiri, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.

K Saha, SC Kim, MD Reddy, AJ Carter, E Sharma, OL Haimson, and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 31%), Presented at CSCW 2019.

K Saha, B Sugar, J Torous, B Abrahao, E Kiciman, and M De Choudhury
Proceedings of the 13th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 18%), Presented at ICWSM 2019, Outstanding Study Design Paper

K Saha, E Chandrasekharan, and M De Choudhury
Proceedings of the 11th ACM Conference on Web Science (WebSci), (Acceptance: 31.5%), Presented at WebSci 2019

M Bin Morshed, K Saha, R Li, SK D'Mello, M De Choudhury, GD Abowd, and T Plötz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 2019.

K Saha⁺, J Torous⁺, SK Ernala, C Rizuto, A Stafford, and M De Choudhury (⁺ co-primary)
Translational Behavioral Medicine (TBM), (Impact Factor: 2.5), 2019.

K Saha, MD Reddy, and M De Choudhury
11th International Conference on Social Informatics (SocInfo 2019).

L Hickman, K Saha, M De Choudhury, and L Tay
ML Symposium, colocated with 34th Annual Society for Industrial and Organizational Psychology Conference (SIOP 2019).

FN Ribeiro⁺, K Saha⁺, M Babaei, L Henrique, J Messias, F Benevenuto, O Goga, KP Gummadi, and EM Redmiles (⁺ co-primary)
Proceedings of the 2nd ACM Conference on Fairness, Accountability, and Transparency (FAT), (Acceptance: 24%), Presented at FAT* 2019.*

K Saha, I Weber, and M De Choudhury
Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM), (Acceptance: 16%), Presented at ICWSM 2018.

K Saha and M De Choudhury
Proceedings of the ACM on Human-Computer Interaction, CSCW (PACM HCI), (Acceptance: 27%), Presented at CSCW 2018.

K Saha, L Chan, K de Barbaro, GD Abowd, and M De Choudhury
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), (Acceptance: 8%), Presented at UbiComp 2017.

K Saha, I Weber, ML Birnbaum, and M De Choudhury
Journal of Medical Internet Research (JMIR), (Impact Factor: 5.1), 2017, Presented at Mental Health Symposium, CHI 2017.

E Sharma⁺, K Saha⁺, SK Ernala⁺, S Ghoshal⁺, and M De Choudhury (⁺ co-primary)
Proceedings of the 2017 International Conference of The Computational Social Science Society of the Americas (CSS 2017).