NDLI: Personalized Query Expansion based on phrases semantic similarity

Content Provider	IEEE Xplore Digital Library
Author	Jayanthi, J. Jayakumar, K.S. Akalya, B.
Copyright Year	2011
Description	Author affiliation: Dept. Mechanical Engineering, SSN College of Engineering, Chennai, India (Jayakumar, K.S.) \|\| Dept. Computer Science Sona College of Technology Salem, India (Jayanthi, J.; Akalya, B.)
Abstract	As a result of the rapid advancements in Information Technology, Information Retrieval on Internet is gaining importance, day by day. The web comprises of huge amount of data and search engines provide an efficient way to help navigate the web and get the relevant information. General search engines, however, return query results without considering user's intention behind the query. Personalized Web search is carried out for information retrieval for each user incorporating his/her interests. This paper presents a Personalized Query Expansion system which aims to provide relevant results by taking user interests into account. User profile is generated without user interaction i.e. automatically monitoring users browsing habits. The proposed method tries to construct query phrases considering user's real requirement based on semantic similarity which will further help in retrieving efficient search results. Experimental results show that the proposed algorithm can provide more precision than the traditional query expansion methods and hence reduces the computational time.
Starting Page	273
Ending Page	277
File Size	364030
Page Count	5
File Format	PDF
ISBN	9781424486786
e-ISBN	9781424486793
DOI	10.1109/ICECTECH.2011.5941902
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-04-08
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Personalization Query Expansion User profile Data mining POS tagger Semantics Precision Search engines Recall Noun phrase Monitoring Indexing
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

A Query Expansion Algorithm Based on Phrases Semantic Similarity

Term Recognition and Extraction based on Semantics for Ontology Construction

Personalized information filtering based on semantic similarity

Learning Noun Phrase Query Segmentation

Learning Noun Phrase Query Segmentation

Personalized user preference mining from weblogs by agglomerative concept clustering.

Personalized web search by generating and mapping two user profiles

Query logs mining for query suggestion

Enhancing Query Expansion through Folksonomies and Semantic Classes

Personalized Query Expansion based on phrases semantic similarity

Similar Documents

A Query Expansion Algorithm Based on Phrases Semantic Similarity

Term Recognition and Extraction based on Semantics for Ontology Construction

Personalized information filtering based on semantic similarity

Learning Noun Phrase Query Segmentation

Learning Noun Phrase Query Segmentation

Personalized user preference mining from weblogs by agglomerative concept clustering.

Personalized web search by generating and mapping two user profiles

Query logs mining for query suggestion

Enhancing Query Expansion through Folksonomies and Semantic Classes

Personalized Query Expansion based on phrases semantic similarity