NDLI: Onto-search: An ontology based personalized mobile search engine

Content Provider	IEEE Xplore Digital Library
Author	Divya, R. Robin, C.R.R.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci. & Eng., Jerusalem Coll. of Eng., Chennai, India (Divya, R.; Robin, C.R.R.)
Abstract	Web search is a frequent activity on Internet connected devices, but it is still a nuisance when user is using a mobile device, due to their default keypad and small screen, and that search results could be mostly irrelevant for the user needs. User needs an efficient way to introduce query terms and receive more precise information. In this paper, we propose a new web search personalization approach that captures the user's interests and preferences in the form of concepts by mining search results and their click through. Onto-Search is based on a client server model. Heavy tasks such as training, re ranking are done on the server. To preserve privacy only the feature vectors is passed to the server. Location information is also taken into consideration. In addition GPS locations help in reinforcing search results. Finally, based on the derived ontology SVM is used for re-ranking of future search results.
Starting Page	1
Ending Page	4
File Size	2801638
Page Count	4
File Format	PDF
e-ISBN	9781479949823
DOI	10.1109/ICGCCEE.2014.6921422
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-06
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Personalization Ontologies Mobile communication Re ranking search results Vectors Click through data Content ontology Servers Global Positioning System Search engines Location ontology Mobile search engine Web search
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

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