NDLI: Browser with Clustering of Web Documents

Content Provider	IEEE Xplore Digital Library
Author	Tetali, R. Bose, J. Arif, T.
Copyright Year	2013
Description	Author affiliation: WMG Group, Samsung Res. Inst. India Bangalore, Bangalore, India (Tetali, R.; Bose, J.; Arif, T.)
Abstract	Accessing relevant information quickly, given limited time and space, is a major issue in Web browsers, especially those in mobile devices. In this paper we propose a framework for grouping similar Web documents in a browser based on similar content of the browsed pages. This grouping can help reduce clutter and enable the user to access relevant Web information quickly. The algorithm we used for clustering is MajorClust, a document similarity algorithm based on tokenizing the words in the document and then determining a cosine similarity measure to estimate the distance between the words. The entire algorithm for clustering is implemented inside the browser without the need of an external Web server. We have implemented and tested the algorithm on a mobile browser and obtained accurate finer clustering of Web pages when compared to Alexa's sub-categories.
Starting Page	164
Ending Page	168
File Size	205980
Page Count	5
File Format	PDF
ISBN	9780769551272
DOI	10.1109/ADCONS.2013.20
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-15
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Web history Document clustering MajorClust Web browser Clustering algorithms Web pages Mobile communication Mobile handsets Browsers Intelligent browsing History Engines
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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