Mitarbeiterinnen und Mitarbeiter

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Forschung

My research focuses on studying how users are consuming news and information on online social media and in evaluating the role played by automated retrieval algorithms, like search and recommendation systems, in shaping the users' news & information consumption. I have developed frameworks for measuring the bias and diversity in the news and information that users are consuming via algorithmic recommendation and search systems on web and social media platforms.

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Veröffentlichungen

Publikation

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Zeitschriftenaufsatz

Kulshrestha, Juhi, Motahhare Eslami, Johnnatan Messias, Muhammad Bilal Zafar, Saptarshi Ghosh, Krishna Gummadi, and Karrie Karahalios. 2019. "Search bias quantification: Investigating political bias in social media and web search." Information Retrieval Journal 22 (1-2): 188-227. doi: http://dx.doi.org/10.1007/s10791-018-9341-2.

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Beitrag im Sammelwerk

Kulshrestha, Juhi, Marcos Oliveira, Orkut Karaçalık, Denis Bonnay, and Claudia Wagner. 2021 (Forthcoming). "Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data." In AAAI International Conference on Web and Social Media (ICWSM),

Ganguly, Soumen, Juhi Kulshrestha, Jisun An, and Haewoon Kwak. 2020 (Forthcoming). "Empirical Evaluation of Three Common Assumptions in Building Political Media Bias Datasets." In INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM),

Ribeiro, Filipe N., Lucas Henrique, Fabricio Benevenuto, Abhijnan Chakraborty, Juhi Kulshrestha, Mahmoudreza Babei, and Krishna P. Gummadi. 2018. "Media Bias Monitor: Quantifying Biases of Social Media News Outlets at Large-Scale." In Proceedings of the Twelfth International AAAI Conference on Web and Social Media (ICWSM 2018), 290-299. AAAI.

Babaei, Mahmoudreza, Juhi Kulshrestha, Abhijnan Chakraborty, Fabricio Benevenuto, Krishna P. Gummadi, and Adrian Weller. 2018. "Purple Feed: Identifying High Consensus News Posts on Social Media." In AIES '18 Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, edited by Jason Furman, Gary Marchant, Huw Price, and Francesca Rossi, 10-16 . New York: ACM. doi: http://dx.doi.org/10.1145/3278721.3278761.

Kulshrestha, Juhi, Motahhare Eslami, Johnnatan Messias, Muhammad Bilal Zafar, Saptarshi Ghosh, Krishna P. Gummadi, and Karrie Karahalios. 2017. "Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media." In ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW), Portland, USA, February 2017,

Grabowicz, Przemyslaw A., Mahmoudreza Babaei, Juhi Kulshrestha, and Ingmar Weber. 2016 (Forthcoming). "The Road to Popularity: The Dilution of Growing Audience on Twitter." In AAAI International Conference on Web and Social Media (ICWSM), Cologne, Germany, May 2016,

Kulshrestha, Juhi, Muhammad Bilal Zafar, Lisette Espin Noboa, Krishna P. Gummadi, and Saptarshi Ghosh. 2015. "Characterizing Information Diets of Social Media Users." In AAAI International Conference on Web and Social Media (ICWSM), Oxford, UK, May 2015,

Bhattacharya, Parantapa, Saptarshi Ghosh, Muhammad Bilal Zafar, Juhi Kulshrestha, Mainack Mondal, Niloy Ganguly, and Krishna P. Gummadi. 2014. "Deep Twitter Diving: Exploring Topical Groups in Microblogs at Scale." In ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW), Baltimore, USA, February 2014,

Kulshrestha, Juhi, Farshad Kooti, Ashkan Nikravesh, and Krishna P. Gummadi. 2012. "Geographic Dissection of the Twitter Network." In AAAI International Conference on Web and Social Media (ICWSM), Trinity College Dublin, Ireland, June 2012,

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Sonstiger Artikel

Babaei, Mahmoudreza, Abhijnan Chakraborty, Juhi Kulshrestha, Elissa M. Redmiles, Meeyoung Cha, and Krishna P. Gummadi. 2018. Analysing Biases in Perception of Truth in News Stories and their Implications for Fact Checking.

Lehre

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Kolloquium

Kulshrestha, Juhi. 2019. "Data Visualization & Data Stories." Universität Koblenz-Landau, Koblenz. Winter Semester 2018-19.

Kulshrestha, Juhi. 2018. "Analyzing biases -- of algorithms & humans." Université Catholique de Louvain, Mons, Mons.

Kulshrestha, Juhi. 2018. "Data collection Methods & Ethics." Universität Koblenz-Landau, Koblenz.

Vortrag

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Konferenzbeitrag

Babaei, Mahmoudreza, Abhijnan Chakraborty, Juhi Kulshrestha, Elissa M. Redmiles, Meeyoung Cha, and Krishna P. Gummadi. 2019. "Analyzing Biases in Perception of Truth in News Stories and their Implications for Fact Checking." ACM FAT* Conference 2019, 30.01.2019.

Kulshrestha, Juhi. 2018. "Panel: Measuring Diversity in Algorithmically Personalized News Environments." International Communication Association Conference (ICA), Prague, Czech, May 2018, 26.05.2018.

Kulshrestha, Juhi. 2018. "Purple Feed: Identifying High Consensus News Posts on Social Media." AAAI/ACM Conference on Artifical Intelligence, Ethics & Society (AIES), New Orleans, USA, February 2018, 03.02.2018.

Kulshrestha, Juhi. 2017. "Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media." ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW), Portland, USA, February 2017.

Kulshrestha, Juhi. 2015. "Characterizing Information Diets of Social Media Users." AAAI Conference on Web and Social Media (ICWSM), Oxford, UK, May 2015.

Kulshrestha, Juhi. 2011. "Geographic Dissection of the Twitter Network." AAAI Conference on Web and Social Media (ICWSM), Trinity College Dublin, Ireland, May 2011.

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Beitrag nicht auf Konferenz

Kulshrestha, Juhi. 2019. "Auditing Algorithmically Curated Channels of Consumption on Social Media for Bias & Diversity." Research meeting, 28.01.2019.

Kulshrestha, Juhi. 2019. "Introduction to Auditing Algorithms." International IPS Winter School - "The Power of Algorithms? A Sociological Perspective", Institute of Political Science & Sociology, University of Weurzburg, Germany, 13.02.2019.

Kulshrestha, Juhi. 2018. " Invited Panelist - Can Democracy Survive Big Data and Micro-Profiling in Elections?." 11th International Conference on Computers, Privacy, and Data Protection (CPDP), Brussels, Belgium, January 2018, 25.01.2018.

Kulshrestha, Juhi. 2018. " Invited Panelist - Investigating algorithmic systems: Algorithm auditing." 6th Annual Privacy Camp, Brussels, Belgium, 23.01.2018.

Kulshrestha, Juhi. 2016. "Measuring and Managing Information Diets of Social Media Users." CSCW Doctoral Colloquium, In Companion - Proc. ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW), San Francisco, USA, February 2016.

Organisation

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Veranstaltung

Kulshrestha, Juhi, Nicholas Diakopoulos, Aniko Hannak, and Cornelius Puschmann. 2018. "Algorithmic Personalization & News (Workshop at ICWSM '18)." International Conference on Web and Social Media (ICWSM-18), 25.06.2018.

Flöck, Fabian, and Juhi Kulshrestha. 2018. "Dataset Challenge at European Symposium on Societal Challenges in CSS 2018." European Symposium on Societal Challenges in CSS, 05.12.2018.

Kulshrestha, Juhi. 2016. "Webchair, 10th AAAI International Conference on Web and Social Media (ICWSM 2016)."