Charting the sociotechnical gap in explainable ai: A framework to address the gap in xai

U Ehsan, K Saha, M De Choudhury… - Proceedings of the ACM …, 2023 - dl.acm.org
Explainable AI (XAI) systems are sociotechnical in nature; thus, they are subject to the
sociotechnical gap-divide between the technical affordances and the social needs …

Something personal from the metaverse: goals, topics, and contextual factors of self-disclosure in commercial social VR

P Sykownik, D Maloney, G Freeman… - Proceedings of the 2022 …, 2022 - dl.acm.org
Current Social VR literature provides limited insight on one of the most critical behaviors for
developing and maintaining interpersonal relationships: self-disclosure. Therefore, we …

Network distribution and sentiment interaction: Information diffusion mechanisms between social bots and human users on social media

M Cai, H Luo, X Meng, Y Cui, W Wang - Information Processing & …, 2023 - Elsevier
When public health emergencies occur, a large amount of low-credibility information is
widely disseminated by social bots, and public sentiment is easily manipulated by social …

The value of social media language for the assessment of wellbeing: A systematic review and meta-analysis

S Sametoğlu, DHM Pelt, JC Eichstaedt… - The Journal of …, 2024 - Taylor & Francis
Wellbeing is predominantly measured through self-reports, which is time-consuming and
costly. It can also be measured by automatically analysing language expressed on social …

[HTML][HTML] Mental disorders on online social media through the lens of language and behaviour: Analysis and visualisation

EA Ríssola, M Aliannejadi, F Crestani - Information processing & …, 2022 - Elsevier
Due to the worldwide accessibility to the Internet along with the continuous advances in
mobile technologies, physical and digital worlds have become completely blended, and the …

Mental health coping stories on social media: a causal-inference study of Papageno effect

Y Yuan, K Saha, B Keller, ET Isometsä… - Proceedings of the ACM …, 2023 - dl.acm.org
The Papageno effect concerns how media can play a positive role in preventing and
mitigating suicidal ideation and behaviors. With the increasing ubiquity and widespread use …

A social media study on demographic differences in perceived job satisfaction

K Saha, A Yousuf, L Hickman, P Gupta, L Tay… - Proceedings of the …, 2021 - dl.acm.org
Effective ways to measure employee job satisfaction are fraught with problems of scale,
misrepresentation, and timeliness. Current methodologies are limited in capturing subjective …

What is sensitive about (sensitive) data? characterizing sensitivity and intimacy with google assistant users

A Gómez Ortega, J Bourgeois, G Kortuem - Proceedings of the 2023 CHI …, 2023 - dl.acm.org
Digital technologies have increasingly integrated into people's lives, continuously capturing
their behavior through potentially sensitive data. In the context of voice assistants, there is a …

" The Smartest Decision for My Future": Social Media Reveals Challenges and Stress During Post-College Life Transition

C Gong, K Saha, S Chancellor - Proceedings of the ACM on Human …, 2021 - dl.acm.org
The post-college transition is a critical period where individuals experience unique
challenges and stress before, during, and after graduation. Individuals often use social …

[HTML][HTML] Identifying emotional causes of mental disorders from social media for effective intervention

Y Liang, L Liu, Y Ji, L Huangfu, DD Zeng - Information Processing & …, 2023 - Elsevier
Identifying the emotional causes of mental illnesses is key to effective intervention. Existing
emotion-cause analysis approaches can effectively detect simple emotion-cause …