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The Personalization of information has taken recommender systems at a very high level. With personalization these systems can generate user specific recommendations accurately and efficiently. User profiling helps personalization, where…

Information Retrieval · Computer Science 2015-03-26 Sumitkumar Kanoje , Sheetal Girase , Debajyoti Mukhopadhyay

Internet data has surfaced as a primary source for investigation of different aspects of human behavior. A crucial step in such studies is finding a suitable cohort (i.e., a set of users) that shares a common trait of interest to…

Information Retrieval · Computer Science 2018-05-16 Luca Soldaini , Elad Yom-Tov

Online social network analysis has attracted great attention with a vast number of users sharing information and availability of APIs that help to crawl online social network data. In this paper, we study the research studies that are…

Social and Information Networks · Computer Science 2016-12-28 Tayfun Tuna , Esra Akbas , Ahmet Aksoy , Muhammed Abdullah Canbaz , Umit Karabiyik , Bilal Gonen , Ramazan Aygun

In an Online Social Network (OSN), users can create a unique public persona by crafting a user identity that may encompass profile details, content, and network-related information. As a result, a relevant task of interest is related to the…

Social and Information Networks · Computer Science 2024-11-27 Caterina Senette , Marco Siino , Maurizio Tesconi

Much attention has been given to the task of gender inference of Twitter users. Although names are strong gender indicators, the names of Twitter users are rarely used as a feature; probably due to the high number of ill-formed names, which…

Computation and Language · Computer Science 2016-07-04 Juergen Mueller , Gerd Stumme

The increased popularity and ubiquitous availability of online social networks and globalised Internet access have affected the way in which people share content. The information that users willingly disclose on these platforms can be used…

Social and Information Networks · Computer Science 2016-07-12 Maria Han Veiga , Carsten Eickhoff

In this work, we study the privacy risk due to profile matching across online social networks (OSNs), in which anonymous profiles of OSN users are matched to their real identities using auxiliary information about them. We consider…

Social and Information Networks · Computer Science 2020-08-24 Anisa Halimi , Erman Ayday

Online Social Networks (OSNs) are used by millions of users worldwide. Academically speaking, there is little doubt about the usefulness of demographic studies conducted on OSNs and, hence, methods to label unknown users from small labeled…

Social and Information Networks · Computer Science 2013-09-16 Daniel Gayo-Avello

Recent works showed that websites can detect browser extensions that users install and websites they are logged into. This poses significant privacy risks, since extensions and Web logins that reflect user's behavior, can be used to…

Cryptography and Security · Computer Science 2018-08-27 Gabor Gyorgy Gulyas , Doliere Francis Some , Nataliia Bielova , Claude Castelluccia

In folksonomies, users use to share objects (movies, books, bookmarks, etc.) by annotating them with a set of tags of their own choice. With the rise of the Web 2.0 age, users become the core of the system since they are both the…

Information Retrieval · Computer Science 2013-05-22 Mohamed Nader Jelassi , Sadok Ben Yahia , Engelbert Mephu Nguifo

With the prevalence of online social networking sites (OSNs) and mobile devices, people are increasingly reliant on a variety of OSNs for keeping in touch with family and friends, and using it as a source of information. For example, a user…

Machine Learning · Computer Science 2021-06-23 Prashant Solanki , Kwan Hui Lim , Aaron Harwood

A social networking site is an on-line service that attracts a society of subscribers and provides such users with a multiplicity of tools for distribution personal data and creating subscribers generated content directed to a given users…

Social and Information Networks · Computer Science 2014-02-21 Shafii Muhammad Abdulhamid , Hassan Abdulazeez , Ochoche Abraham , Umar Mohammed

The massive amounts of data that social media generates has facilitated the study of online human behavior on a scale unimaginable a few years ago. At the same time, the much discussed apparent randomness with which people interact online…

Computers and Society · Computer Science 2012-07-23 Chunyan Wang , Bernardo A. Huberman

It is common practice nowadays to use multiple social networks for different social roles. Although this, these networks assume differences in content type, communications and style of speech. If we intend to understand human behaviour as a…

Computer Vision and Pattern Recognition · Computer Science 2020-05-07 Timur Sokhin , Nikolay Butakov , Denis Nasonov

Predicting signed links in social networks often faces the problem of signed link data sparsity, i.e., only a small percentage of signed links are given. The problem is exacerbated when the number of negative links is much smaller than that…

Social and Information Networks · Computer Science 2019-03-07 Ghazaleh Beigi , Suhas Ranganath , Huan Liu

Online services such as web search and e-commerce applications typically rely on the collection of data about users, including details of their activities on the web. Such personal data is used to enhance the quality of service via…

Artificial Intelligence · Computer Science 2014-04-23 Adish Singla , Eric Horvitz , Ece Kamar , Ryen White

Looking into the growth of information in the web it is a very tedious process of getting the exact information the user is looking for. Many search engines generate user profile related data listing. This paper involves one such process…

Information Retrieval · Computer Science 2011-09-12 L. K. Joshila Grace , V. Maheswari , Dhinaharan Nagamalai

Facebook, the most popular Online social network is a virtual environment where users share information and are in contact with friends. Apart from many useful aspects, there is a large amount of personal and sensitive information publicly…

Social and Information Networks · Computer Science 2017-05-02 Reza Farahbakhsh , Xiao Han , Angel Cuevas , Noel Crespi

Recently, light has been shed on the trend of personalization, which comes into play whenever different search results are being tailored for a group of users who have issued the same search query. The unpalatable fact that myriads of…

Information Retrieval · Computer Science 2022-11-22 Shamma Rashed , Tasnim Said , Amal Abdulrahman , Arsiema Yohannes , Monther Aldwairi

Today, Online Social Networks such as Facebook, LinkedIn and Twitter are the most popular platforms on the Internet, on which millions of users register to share personal information with their friends. A large amount of data, social links…

Cryptography and Security · Computer Science 2014-07-01 Morteza Yousefi Kharaji , Fatemeh Salehi Rizi , Mohammad Reza Khayyambashi