NDLI: Trend-Aware User Modeling with Location-Aware Trends on Twitter

Content Provider	IEEE Xplore Digital Library
Author	Kanta, M. Simko, M. Bielikova, M.
Copyright Year	2012
Abstract	Microblogs are a phenomenon of modern social media. As there is much real-time social information in there, they are candidates to be used as a source for mining important information enhancing user experience in variety of web applications, especially those related with content adaptation and recommendation. In this paper we deal with microblog-based user models. We propose trend-aware user model with location-aware trends, which focuses on location aspects and trends. It is a general model, which can be used in various domains. We evaluated the model in a domain of news recommendations and we showed that recommendation based on this model outperforms state-of-the-art approaches.
Starting Page	23
Ending Page	28
File Size	262231
Page Count	6
File Format	PDF
ISBN	9781467345637
DOI	10.1109/SMAP.2012.20
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-03
Publisher Place	Luxembourg
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Adaptation models Computational modeling user modeling Market research Twitter Data models location Mathematical model microblog Mobile radio mobility management trends
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Libarray of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Trend-Aware User Modeling with Location-Aware Trends on Twitter