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More and more people use the Internet to work on duties of their daily work routine. To find the right information online, Web search engines are the tools of their choice. Apart from finding facts, people use Web search engines to also…

Information Retrieval · Computer Science 2012-09-17 Georg Singer , Ulrich Norbisrath , Dirk Lewandowski

Users of search systems often reformulate their queries by adding query terms to reflect their evolving information need or to more precisely express their information need when the system fails to surface relevant content. Analyzing these…

Information Retrieval · Computer Science 2023-05-01 Amifa Raj , Bhaskar Mitra , Nick Craswell , Michael D. Ekstrand

The massive popularity of online social media provides a unique opportunity for researchers to study the linguistic characteristics and patterns of user's interactions. In this paper, we provide an in-depth characterization of language…

Social and Information Networks · Computer Science 2017-05-12 Pantelis Vikatos , Johnnatan Messias , Manoel Miranda , Fabricio Benevenuto

Demographics, in particular, gender, age, and race, are a key predictor of human behavior. Despite the significant effect that demographics plays, most scientific studies using online social media do not consider this factor, mainly due to…

Social and Information Networks · Computer Science 2016-03-08 Jisun An , Ingmar Weber

The wide use of social media sites and other digital technologies have resulted in an unprecedented availability of digital data that are being used to study human behavior across research domains. Although unsolicited opinions and…

Social and Information Networks · Computer Science 2018-06-01 Nina Cesare , Christan Grant , Quynh Nguyen , Hedwig Lee , Elaine O. Nsoesie

Social media is considered a democratic space in which people connect and interact with each other regardless of their gender, race, or any other demographic aspect. Despite numerous efforts that explore demographic aspects in social media,…

Social and Information Networks · Computer Science 2018-04-03 Johnnatan Messias

We use data from the Facebook Advertisement Platform to study patterns of demographic disparities in usage of Facebook across countries. We address three main questions: (1) How does Facebook usage differ by age and by gender around the…

Social and Information Networks · Computer Science 2019-05-23 Sofia Gil-Clavel , Emilio Zagheni

The internet has been blurring the lines between local and global cultures, affecting in different ways the perception of people about themselves and others. In the global context of the internet, search engine platforms are a key mediator…

Computers and Society · Computer Science 2016-11-09 Gabriel Magno , Camila Souza Araújo , Wagner Meira , Virgilio Almeida

Search engine results depend not only on the algorithms but also on how users interact with them. However, factors affecting the selection of a search query remain understudied. Using a representative survey of Swiss citizens before a round…

Human-Computer Interaction · Computer Science 2024-10-02 Victoria Vziatysheva , Mykola Makhortykh , Maryna Sydorova , Vihang Jumle

The Web is an important resource for understanding and diagnosing medical conditions. Based on exposure to online content, people may develop undue health concerns, believing that common and benign symptoms are explained by serious…

Information Retrieval · Computer Science 2017-12-12 George Philipp , Ryen W. White

We present a study of the relationship between gender, linguistic style, and social networks, using a novel corpus of 14,000 Twitter users. Prior quantitative work on gender often treats this social variable as a female/male binary; we…

Computation and Language · Computer Science 2014-05-13 David Bamman , Jacob Eisenstein , Tyler Schnoebelen

Twitter is often used in quantitative studies that identify geographically-preferred topics, writing styles, and entities. These studies rely on either GPS coordinates attached to individual messages, or on the user-supplied location field…

Computation and Language · Computer Science 2015-08-25 Umashanthi Pavalanathan , Jacob Eisenstein

Online platforms have transformed the way in which individuals access and interact with news, with a high degree of trust particularly placed in search engine results. We use web tracked behavioral data across a 2-month period and analyze…

Computers and Society · Computer Science 2023-04-06 Roberto Ulloa , Celina Sylwia Kacperski

Recommendation algorithms are susceptible to popularity bias: a tendency to recommend popular items even when they fail to meet user needs. A related issue is that the recommendation quality can vary by demographic groups. Marginalized…

Information Retrieval · Computer Science 2021-10-19 Nicola Neophytou , Bhaskar Mitra , Catherine Stinson

The extent to which men and women use language differently has been questioned previously. Finding clear and consistent gender differences in language is not conclusive in general, and the research is heavily influenced by the context and…

Computation and Language · Computer Science 2022-11-14 Md Zobaer Hossain , Ahnaf Mozib Samin

Older adults' need for quality health information has never been more critical as during the COVID-19 pandemic. Yet, they are susceptible to the wide-spread misinformation disseminated through search engines and social media. To build a…

Human-Computer Interaction · Computer Science 2021-12-15 Zhaopeng Xing , Xiaojun Yuan , Lisa Vizer

This study embarked on a comprehensive exploration of user preferences between Search Engines and Large Language Models (LLMs) in the context of various information retrieval scenarios. Conducted with a sample size of 100 internet users…

Information Retrieval · Computer Science 2024-01-12 Kevin Matthe Caramancion

Background Advancements in Large Language Models (LLMs) hold transformative potential in healthcare, however, recent work has raised concern about the tendency of these models to produce outputs that display racial or gender biases.…

Query in a search engine is generally based on natural language. A query can be expressed in more than one way without changing its meaning as it depends on thinking of human being at a particular moment. Aim of the searcher is to get most…

Information Retrieval · Computer Science 2013-03-08 Raj Kishor Bisht , Ila Pant Bisht

Fertility choices are linked to the different preferences and constraints of individuals and couples, and vary importantly by socio-economic status, as well by cultural and institutional context. The meaning of childbearing and…

Computers and Society · Computer Science 2017-03-14 Jussi Ojala , Emilio Zagheni , Francesco C. Billari , Ingmar Weber
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