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Search Engine Query Recommendation - Using SNA over Query Logs with User Profiles

Topics: Applications, Research Projects and Web Intelligence; Computational Intelligence on the Web; Data Web Mining; Recommendation Systems; Searching and Browsing; Social Web Intelligence; Web Information Filtering and Retrieval; Web Intelligence and Agent Based Systems; Web Programming

Authors: Lule Ahmedi and Dardan Shabani

Affiliation: University of Prishtina, Albania

ISBN: 978-989-758-246-2

Keyword(s): Query Recommendation, Social Network Analysis, Information Retrieval.

Related Ontology Subjects/Areas/Topics: Enterprise Information Systems ; Internet Technology ; Recommendation Systems ; Searching and Browsing ; Software Agents and Internet Computing ; Web Information Systems and Technologies ; Web Interfaces and Applications ; Web Programming

Abstract: Recommending the adequate query in search engine for a specific user on the web is still a challenge even for recommender systems today with social networks incorporated. In this paper we present a query recommender that in addition to relying on similarity of the actual query posted by current user to queries in a query log in search engine, it also bases on social network analysis (SNA) to first find most similar users to the current user based on their profiles, and then recommend their most similar queries to current user. Calculation of the similarity of users follows an existing approach for Points of Interest (POIs) recommendation, which applies certain SNA ranking algorithms over concurrent users based on their social profiles in the login session.

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Paper citation in several formats:
Ahmedi L. and Shabani D. (2017). Search Engine Query Recommendation - Using SNA over Query Logs with User Profiles.In Proceedings of the 13th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-758-246-2, pages 370-375. DOI: 10.5220/0006363803700375

@conference{webist17,
author={Lule Ahmedi and Dardan Shabani},
title={Search Engine Query Recommendation - Using SNA over Query Logs with User Profiles},
booktitle={Proceedings of the 13th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2017},
pages={370-375},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006363803700375},
isbn={978-989-758-246-2},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - Search Engine Query Recommendation - Using SNA over Query Logs with User Profiles
SN - 978-989-758-246-2
AU - Ahmedi L.
AU - Shabani D.
PY - 2017
SP - 370
EP - 375
DO - 10.5220/0006363803700375

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