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- research-articleNovember 2024
A Cross Community Comparison of Muting in Conversations of Gendered Violence on Reddit
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 401, Pages 1–29https://doi.org/10.1145/3686940Gender-based violence (GBV) is an ongoing public health issue. Prevention practice and research on GBV contend with an incomplete understanding of its public health burden due to gender-exclusive definitions of GBV and inhibited survivor disclosure. ...
- research-articleSeptember 2024
You Shall Know a Forum by the Words they Keep: Analyzing Language Use in Accessibility Forums for Blind Users
HT '24: Proceedings of the 35th ACM Conference on Hypertext and Social MediaPages 230–238https://doi.org/10.1145/3648188.3675151Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding linguistic and behavioral characteristics of forum conversations. However, prior investigations have mainly ...
- research-articleApril 2024
A Computational Linguistic Approach to Study Border Theory at Scale
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 159, Pages 1–23https://doi.org/10.1145/3640998Border Theory suggests individuals createborders to manage the transitions between work and family (or, more generally, life) domains. The degree of separation or integration of domains across borders has an impact on the balance between work and life. ...
- research-articleFebruary 2024
Sentiment analysis: A review and comparative analysis of existing approaches
MLNLP '23: Proceedings of the 2023 6th International Conference on Machine Learning and Natural Language ProcessingDecember 2023, Pages 199–203https://doi.org/10.1145/3639479.3639520Nowadays the introduction of artificial intelligence technologies into human life is at the peak of its history, including natural language processing (NLP). Consequently, it is becoming more necessary than ever to find new effective solutions for data ...
- research-articleMarch 2024
On the Work of the Institute of Control Sciences of the Russian Academy of Sciences in the Field of Pattern Recognition Theory and Applications in the 20th Century
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 1593–1623https://doi.org/10.1134/S1054661823040284AbstractBrief historical background on the establishment and activities of the Institute of Control Sciences (IPU RAS). The paper presents key findings of the Institute (obtained mainly in the 20th century) in the field of pattern recognition and of ...
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- research-articleMarch 2024
Homonymy Resolution During Interpretation of Speech Commands by a Mobile Robot
Scientific and Technical Information Processing (SPSTIP), Volume 50, Issue 5Pages 430–439https://doi.org/10.3103/S014768822305009XAbstractModern robots can perform a wide range of tasks when working together with a person. During collaboration, the robot can receive commands from a person through various control systems, as well as through natural language. Utterances in natural ...
- short-paperSeptember 2023
A Comparative Study of Affective and Linguistic Traits in Online Depression and Suicidal Discussion Forums
HT '23: Proceedings of the 34th ACM Conference on Hypertext and Social MediaArticle No.: 34, Pages 1–6https://doi.org/10.1145/3603163.3609059Depression is a type of mental illness that negatively impacts the lives of millions of people worldwide. Extreme depression is related to increasingly hopeless and worthless feelings, which may lead to suicidal attempts. The widespread use of social ...
- research-articleAugust 2023
A Preliminary Cross-Language Investigation of Empathy in # Disability Discourse on Twitter
PETRA '23: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive EnvironmentsPages 675–679https://doi.org/10.1145/3594806.3596544Existing research targeting disability on social media has looked primarily at the English language across the Global North. This has caused significant data gaps in the understanding of disability awareness and cultural mindsets elsewhere. This work ...
- research-articleFebruary 2023
Detection of conspiracy propagators using psycho-linguistic characteristics
Journal of Information Science (JIPP), Volume 49, Issue 1Pages 3–17https://doi.org/10.1177/0165551520985486The rise of social media has offered a fast and easy way for the propagation of conspiracy theories and other types of disinformation. Despite the research attention that has received, fake news detection remains an open problem and users keep sharing ...
- research-articleJuly 2022
Characterizing user behaviors in open-source software user forums: an empirical study
CHASE '22: Proceedings of the 15th International Conference on Cooperative and Human Aspects of Software EngineeringPages 46–55https://doi.org/10.1145/3528579.3529178User forums of Open Source Software (OSS) enable end-users to collaboratively discuss problems concerning the OSS applications. Despite decades of research on OSS, we know very little about how end-users engage with OSS communities on these forums, in ...
- research-articleMarch 2021
Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
Cybernetics and Systems Analysis (KLU-CASA), Volume 57, Issue 2Pages 228–237https://doi.org/10.1007/s10559-021-00348-8AbstractA combined approach has been developed to estimate the effectiveness of social transformations as a measure of inconsistency between the actions of the authorities and the expectations of society and the synergy (social activity) of people, based ...
- research-articleApril 2020
Social Interactions or Business Transactions?What customer reviews disclose about Airbnb marketplace
WWW '20: Proceedings of The Web Conference 2020Pages 1526–1536https://doi.org/10.1145/3366423.3380225Airbnb is one of the most successful examples of sharing economy marketplaces. With rapid and global market penetration, understanding its attractiveness and evolving growth opportunities is key to plan business decision making. There is an ongoing ...
- research-articleJanuary 2020
Detecting depressed users in online forums
ASONAM '19: Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 945–951https://doi.org/10.1145/3341161.3343511Depression is the most common mental illness in the U.S., with 6.7% of all adults who have experienced a major depressive episode. Unfortunately, depression extends to teens and young users as well, and researchers observed an increasing rate in the ...
- abstractJune 2018
Social Support in Online Health Communities: A Social-Network Approach
SIGMIS-CPR'18: Proceedings of the 2018 ACM SIGMIS Conference on Computers and People ResearchPages 93–94https://doi.org/10.1145/3209626.3209725We develop a social network based model of user-generated content (social support) in online health communities. Grounded in the social presence and the social network theories, we hypothesize the differential impacts of an online health community ...
- research-articleMay 2018
Predicting Email and Article Clickthroughs with Domain-adaptive Language Models
WebSci '18: Proceedings of the 10th ACM Conference on Web SciencePages 177–184https://doi.org/10.1145/3201064.3201071Marketing practices have adopted the use of computational approaches in order to optimize the performance of their promotional emails and site advertisements. In the case of promotional emails, subject lines have been found to offer a reliable signal of ...
- research-articleFebruary 2017
Bias in Online Freelance Marketplaces: Evidence from TaskRabbit and Fiverr
CSCW '17: Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social ComputingPages 1914–1933https://doi.org/10.1145/2998181.2998327Online freelancing marketplaces have grown quickly in recent years. In theory, these sites offer workers the ability to earn money without the obligations and potential social biases associated with traditional employment frameworks. In this paper, we ...
- articleAugust 2016
Text representation strategies: An example with the State of the union addresses
Journal of the Association for Information Science and Technology (JAIST), Volume 67, Issue 8Pages 1858–1870https://doi.org/10.1002/asi.23510Based on State of the Union addresses from 1790 to 2014 225 speeches delivered by 42 presidents, this paper describes and evaluates different text representation strategies. To determine the most important words of a given text, the term frequencies tf ...
- posterApril 2016
The Language of Deceivers: Linguistic Features of Crowdfunding Scams
WWW '16 Companion: Proceedings of the 25th International Conference Companion on World Wide WebPages 99–100https://doi.org/10.1145/2872518.2889356Crowdfunding sites with recent explosive growth are equally attractive platforms for swindlers or scammers. Though the growing number of articles on crowdfunding scams indicate that the fraud threats are accelerating, there has been little knowledge on ...
- articleSeptember 2015
Developing a bottom-up, user-based method of web register classification
Journal of the Association for Information Science and Technology (JAIST), Volume 66, Issue 9Pages 1817–1831https://doi.org/10.1002/asi.23308This paper introduces a project to develop a reliable, cost-effective method for classifying Internet texts into register categories, and apply that approach to the analysis of a large corpus of web documents. To date, the project has proceeded in 2 key ...
- research-articleFebruary 2015
They Said What?: Exploring the Relationship Between Language Use and Member Satisfaction in Communities
CSCW '15: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social ComputingPages 819–825https://doi.org/10.1145/2675133.2675150In online communities, satisfied members are essential to community success, since they are more likely to contribute and consume content, engage with other members, and feel committed to the community. However, it is difficult for community leaders to ...