NDLI: Blog content based recommendation framework using WordNet and multiple Ontologies

Content Provider	IEEE Xplore Digital Library
Author	Ray, S.K. Singh, S.
Copyright Year	2010
Description	Author affiliation: Department of Computer Science and Engineering BIT, Mesra, Muscat, Oman (Ray, S.K.) \|\| Samsung India Software Center, Noida, India (Singh, S.)
Abstract	Social networking portals like Twitter, Facebook, LinkedIn etc. are getting popular day by day among users' community and many more such portals are getting users attentions to cater their specific needs. Users write blogs on these social networking websites on a variety of topics as per their and other user's interests. By means of social networking blogs, a large amount of interesting information is scattered on the Web which could be structured in a meaningful way for better services. The objective of this paper is to focus on categorization of blog content into ten demanding themes like Technology, Entertainment, News, Business, Health, Sports, Tourism, Widgets, Vehicles, and Products for effective retrieval of information from categorized blog content. Further, a user can also search by feeding specific query to retrieve information from blog. In this paper, we are proposing a WordNet and multiple Ontologies based blog content theme expansion approach and a concept combination based ranking algorithm for blog content based recommendation framework that considers original themes of blog content as an input and recommends conceptually related expanded themes of blog content. The distinctive point of this research is to use concept combination approach based on rough sets to categorize retrieved results for demanding themes as well as for user specific preferences. This kind of blog content categorization approach would be very effective to retrieve meaningful and conceptually related blog information written by a large number of users using different vocabularies. We have experimented with the contents of top blogs related to each theme and got very good results.
Starting Page	432
Ending Page	437
File Size	434003
Page Count	6
File Format	PDF
ISBN	9781424478170
e-ISBN	9781424478187
DOI	10.1109/CISIM.2010.5643502
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-08
Publisher Place	Poland
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ontologies Twitter Query expansion Classification algorithms WordNet LinkedIn Information services Rough sets Social networking Swoogle Internet Facebook Recommender system
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library 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