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Web search personalization with ontological user profiles

Ahu Sieg, Bamshad Mobasher, Robin Burke
2007 Proceedings of the sixteenth ACM conference on Conference on information and knowledge management - CIKM '07  
The goal of Web search personalization is to tailor search results to a particular user based on that user's interests and preferences.  ...  We present an approach to personalized search that involves building models of user context as ontological profiles by assigning implicitly derived interest scores to existing concepts in a domain ontology  ...  • Can the semantic evidence provided by the ontological profiles be used to effectively re-rank Web search results to present the user with a personalized view?  ... 
doi:10.1145/1321440.1321515 dblp:conf/cikm/SiegMB07 fatcat:3oikua6ac5aknokevdbqpquiwy

ONTOLOGICAL APPROACH FOR IMPROVING SEMANTIC WEB SEARCH RESULTS

Awes Siddiqui .
2013 International Journal of Research in Engineering and Technology  
we propose personalized information system to provide more user-oriented information considering context information such as a personal profile based, location based and click based.  ...  User defined rules based on the ontology description of the service and interoperates within any service domain that has an ontology description.  ...  Also, this system will include an ontology-based search service with inference function considering the user"s history and profile.  ... 
doi:10.15623/ijret.2013.0201006 fatcat:sbn2jhgedbdedeit67phdenx7u

Ontological User Profiles for Representing Context in Web Search

Ahu Sieg, Bamshad Mobasher, Robin Burke
2007 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops  
The goal of Web search personalization is to tailor search results to a particular user based on that user's interests and preferences.  ...  We present an approach to personalized search that involves building models of user context as ontological profiles by assigning implicitly derived interest scores to existing concepts in a domain ontology  ...  Figure 1 . 1 Ontological User Profile as the Context Input: Ontological user profile with interest scores and a set of documents Output: Ontological user profile concepts with updated activation values  ... 
doi:10.1109/wi-iatw.2007.112 fatcat:mrbf246t5beynlso4uh4sprukq

Ontological User Profiles for Representing Context in Web Search

Ahu Sieg, Bamshad Mobasher, Robin Burke
2007 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops  
The goal of Web search personalization is to tailor search results to a particular user based on that user's interests and preferences.  ...  We present an approach to personalized search that involves building models of user context as ontological profiles by assigning implicitly derived interest scores to existing concepts in a domain ontology  ...  Figure 1 . 1 Ontological User Profile as the Context Input: Ontological user profile with interest scores and a set of documents Output: Ontological user profile concepts with updated activation values  ... 
doi:10.1109/wiiatw.2007.4427547 dblp:conf/iat/SiegMB07 fatcat:5pxjw7sqavaxrftqp4copgl2qa

A Survey on Techniques for Personalization of Web Search

Himani Arya, Jaytrilok Choudhary, Deepak Singh Tomar
2014 International Journal of Computer Applications  
The approaches include hybrid profiling, personalized click model, ontology based user profiles and fuzzy theory for personalization.  ...  The quality of web search results depends on the information needs of the user and the searching techniques employed in the web search systems.  ...  Some approaches uses ontological user profile for personalization.  ... 
doi:10.5120/16462-6192 fatcat:ijxlouyavvaqhcvepu6doe4aqi

Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search

Ahu Sieg, Bamshad Mobasher, Robin D. Burke
2007 The IEEE intelligent informatics bulletin  
We present an approach to personalized search that involves modeling the user context as ontological profiles by assigning implicitly derived interest scores to existing concepts in a domain ontology.  ...  The goal of Web search personalization is to tailor search results to a particular user based on that user's interests and preferences.  ...  • Can the semantic evidence provided by the ontological profiles be used to effectively re-rank Web search results to present the user with a personalized view?  ... 
dblp:journals/cib/SiegMB07 fatcat:vhfa2nq3pzfjldgynx4zw5y5xm

Adapted Ontology Model for Web Search Gathering

N. Sathyaveni, S. Santhosi
2015 International Journal of Engineering Research and  
In this paper, a personalized ontology model is proposed for data depiction and perceptive over user profiles.  ...  As a design for information depiction and celebration, ontologies are widely used to signify user outlines in personalized web information gathering.  ...  The Ontology model learned user personalized ontology for user profile, and created a training set using the profile.  ... 
doi:10.17577/ijertv4is030576 fatcat:gsawjl6yyrhn7lm4pr7s4ixsla

Ontology-Based Information Behaviour to Improve Web Search

Silvia Calegari, Gabriella Pasi
2010 Future Internet  
This paper reports on research activities which aim to exploit the information extracted from Web logs (or query logs) in personalized user ontologies, with the objective to support the user in the process  ...  Personalized ontologies are used to improve the quality of Web search by applying two main techniques: query reformulation and re-ranking of query evaluation results.  ...  The use of ontological user profiles obtained by folksonomies can improve the personalized search of the Web 2.0.  ... 
doi:10.3390/fi2040533 fatcat:5y33ajz62vgi3ms3yrz22mnfie

Design and Development of an Ontology based Personal Web Search Engine

T. Sakthi Priya, P. Revathy, T. Pradeesh, C.R. Rene Robin
2012 Procedia Technology - Elsevier  
As a model for knowledge description and formalization, ontologies are widely used to represent user profiles in personalized web information gathering.  ...  This system also learns user profiles based on which the user is provided with candidates in Ontology Learning Environment (OLE) tool. The search results are personalized and have topic specificity.  ...  web pages to personalize search results for a user.  ... 
doi:10.1016/j.protcy.2012.10.036 fatcat:m5rqhpieongq5p7eugug4zfd64

Personalized Image Search using Hybrid Re-ranking Based on Ontology

Chaitali Jambhulkar, Ankita Borana, Chaitali Deshmukh, Priyanka Nanaware, Chandrama G Thorat
2020 International journal of recent advances in engineering & technology  
This proposed system consists of two parts, first part contains hybrid re-ranking algorithm based on ontology about images as well as text and second part contains ontological user profiles for personalized  ...  By using this algorithm we can make our search personalized with a specific limit.  ...  The second phase is the search personalization process which involves retrieving search results based on user queries and then processing these results with regard to users' ontological profiles in order  ... 
doi:10.46564/ijraet.2020.v08i03.005 fatcat:rjvvqkr6xzgp5ek46ndk4iegcm

Similarity Measurement in the Hybrid of Semantic Web Search Engine

Noryusliza Abdullah, Rosziati Ibrahim
2009 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
However, performing hybrid of the search engine using another technique that is user profiling has a promising potency in enhancing the searching process.  ...  Semantic Web approach with the assistance of ontology is widely used to give more reliable application in retrieving information and knowledge.  ...  They use online ontologies to define the possible categories. User Profiling/Personalization Research on personalization or user profiling in the semantic web is actively conducted.  ... 
doi:10.24297/ijct.v8i3.3403 fatcat:udgs3ndrvrd2pcybdvsdcfznma

Trajectory Based Location Prediction and Enriched Ontological User Profiles for Efficient Website Recommendation

2020 International journal of recent technology and engineering  
The combination of location information along with enriched ontological user profiles improves the efficiency of the proposed web recommendation system.  ...  The traditional method of user profiling does not provide a complete detail regarding their search. In addition, the search preference of the individuals varies in accordance with time and location.  ...  Recommendation systems project the recommended websites based on the personalization. User profiling is one of the best sources for web search personalization.  ... 
doi:10.35940/ijrte.c4363.099320 fatcat:s6zrljnjcvhtznyajveo4zv3fe

Personalisation of User Profile: Creating User Profile Ontology for Tamilnadu Tourism

Author K.R.Ananthapadmanaban, S.K. Srivatsa
2011 International Journal of Computer Applications  
This paper explores creating sophisticated user profiles ontology which can improve the process of searching for the perfect tourism package by analyzing the user interest with help of user ontology for  ...  The semantic web enabled information retrieval aims at making the information flooding in the World Wide Web accessible to more precise search and information extraction based machine readable representation  ...  This paper focuses on creating sophisticated user profile ontology which can improve the process of searching for the perfect Tourism package by analyzing the user interest with the help of user ontology  ... 
doi:10.5120/2903-3808 fatcat:jzb2wt6oxvfobotiw7cg2hhqqa

Profile-Based Semantic Method using Heuristics for Web Search Personalization

Hikmat A. M. Abdeljaber
2018 International Journal of Advanced Computer Science and Applications  
User profiles play a critical role in personalizing user search. It assists search systems in retrieving relevant information that is searched on the web considering the user needs.  ...  Exploiting user profiles with the application of semantic web technology into personalization might produce a step forward in future retrieval systems.  ...  By acquiring the user intent implicitly by exploiting ontology base and the user profile to personalize the web search and enhance the contextual IR of web documents.  ... 
doi:10.14569/ijacsa.2018.090926 fatcat:rbpcpfgizjawpb7plf6eoywbue

Ontological Approach for Effective Generation of Concept Based User Profiles to Personalize Search Results

Tim
2012 Journal of Computer Science  
The proposed approach was based on topic ontology for concept based user profile generation from search engine logs.  ...  According to profile changes, search engine was personalized by assigning interest scores and weight to the topics.  ...  This proves that proposed topic ontological user profile reaches an efficient search engines personalization.  ... 
doi:10.3844/jcssp.2012.205.215 fatcat:2z5we3nqxjhxjiiuewgyfo7rvq
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