Research Trends in Social Media Information Retrieval (SMIR) : A systematic review

Syahrul Nizam, Bin Junaini (2012) Research Trends in Social Media Information Retrieval (SMIR) : A systematic review. In: Seminar on Information Retrieval and Knowledge Management (SIRKM 2012), 12 December 2012, Kuala Lumpur, Malaysia..

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Abstract

The importance of information retrieval has grown rapidly in align with the fast explosion of social media technology. This paper presents a systematic literature review of research trends in social media information retrieval (SMIR). The aim is to develop a basic searchable literature database related to SMIR. Out of more than 500 papers, only 38 papers met the selection criteria. Identified literatures were read, analysed and group into five main categories of research trends: (i) Collaboration and recommendation; (ii) Identifying, modelling and ranking; (iii) Multimedia data retrieval; (iv) Human-centered retrieval; and (iv) Searching and indexing. Out of five, three categories show steady increment in terms of number of articles published in 2008-2012 with Flickr as most cited and used in the research. The review concludes and discusses ways that future research can benefit from it.

Item Type: Proceeding (Paper)
Uncontrolled Keywords: Current trends, social networking, social network, literature review, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak.
Subjects: H Social Sciences > HE Transportation and Communications
Divisions: Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology
Depositing User: Gani
Date Deposited: 09 Jun 2020 08:38
Last Modified: 09 Jun 2020 08:38
URI: http://ir.unimas.my/id/eprint/29885

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