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Design and Implementation of the Personalized Search Engine Based on the Improved Behavior of User Browsing

Wei-Chao Li, Jin-Guang Liu
2013 Research Journal of Applied Sciences Engineering and Technology  
The improved user profile based on the user browsing behavior is embedded in the personalized search engine system.  ...  An improved user profile based on the user browsing behavior is proposed in this study.  ...  EXPERIMENT OF PERSONALIZED SEARCH ENGINE To illustrate the effectiveness of the improved user profile in this study, an Improved Personalized Search Engine System based on the Users' Browsing behavior  ... 
doi:10.19026/rjaset.5.4859 fatcat:vuwioly62jezzjidwxcvmijxmm

Personalize Web Searching Strategies Classification and Comparison

Mariya Savova Evtimova, Ivan Momtchilov Momtchev
2016 Journal of Communication and Computer  
In this paper, a classification of web personalization is proposed and semantic web search tools are investigated. Building user interest profile is essential for personalizing.  ...  Personalization is becoming very important direction in semantic web search for the users that needs to find appropriate information.  ...  Personalized web search strategies could be classified in three different groups: web search based on content analysis, hyperlink structure of the web and user groups.  ... 
doi:10.17265/1548-7709/2016.01.003 fatcat:ykrwd7zyljawbiqwy4hidxlq2y

Potential for personalization

Jaime Teevan, Susan T. Dumais, Eric Horvitz
2010 ACM Transactions on Computer-Human Interaction  
We explore the variation in what different people consider relevant to the same query by mining three data sources: 1) explicit relevance judgments, 2) clicks on search results (a behavior-based implicit  ...  measure of relevance), and 3) the similarity of desktop content to search results (a content-based implicit measure of relevance).  ...  for his assistance in collecting the implicit behavior-based information.  ... 
doi:10.1145/1721831.1721835 fatcat:5fun5nxuunam5itjzmk2fivjkm

Effective Filtering of Query Results on Updated User Behavioral Profiles in Web Mining

S. Sadesh, R. C. Suganthe
2015 The Scientific World Journal  
At the same time, existing user profile based prediction in web data mining is not exhaustive in producing personalized result rate.  ...  The data mining based filtering in our research work uses the Hamilton Filtering framework to filter user result based on personalized information on automatic updated profiles through search engine.  ...  To handle time complexity, personalization techniques were introduced in [5] to measure the user behavioral patterns for recommending users of unseen items in the web, using collaborative and rule based  ... 
doi:10.1155/2015/829126 pmid:26221626 pmcid:PMC4478364 fatcat:gwtxxbkchzfz5mjnq5gwwjtiau

Agent Based Personalized Semantc Web Information Retrieval System

Dr.M. Thangaraj, Mrs.Mchamundeeswari
2014 International Journal of Advanced Computer Science and Applications  
Based on the user's information access behavior, an ontological profile is created, which is also used for personalization.  ...  The goal of personalized search is to search results to a particular user based on the user's interests and preferences.  ...  LITERATURE REVIEW Web personalization is understood in various dimensions.  ... 
doi:10.14569/ijacsa.2014.050816 fatcat:5x72dnrb2rellmh4s4k2g35vvq

User language model for collaborative personalized search

Gui-Rong Xue, Jie Han, Yong Yu, Qiang Yang
2009 ACM Transactions on Information Systems  
Xue et al. evaluations are conducted to show that the proposed approach substantially improves the relevance of a search over several competitive methods.  ...  As described in Sullivan [2004] , Eurekster realized a personalized social search by filtering the irrelevant search results based on the search behaviors of a user's friends.  ...  Based on the statistical user language model, we proposed a collaborative personalized search approach to improve the performance of general Web search and personalized search.  ... 
doi:10.1145/1462198.1462203 fatcat:cb3qveemvzcftgq5ttidyxjnv4

Systematizing Web Search Through A Meta-Cognitive, Systems-Based, Information Structuring Model (McSIS)

Ayman H. Abuhamdieh, Joseph T. Harder
2015 Contemporary Issues in Education Research (CIER)  
This paper proposes a meta-cognitive, systems-based, information structuring model (McSIS) to systematize online information search behavior based on literature review of information-seeking models.  ...  Emotion-Focused (PF/EF) problem-solving approaches, and individual or personal domain knowledge, are incorporated in the model.  ...  information search behavior on the Web, as shown in Figure 2 .  ... 
doi:10.19030/cier.v8i1.9088 fatcat:lggxuo4zgjchhajorromlqyytm

A Novel Approach towards Integration of Semantic Web Mining with Link Analysis to Improve the Effectiveness of the Personalized Web

Chanchala Joshi, Umesh Kumar
2015 International Journal of Computer Applications  
In the second part of proposed method, this paper presents a novel approach for enhancing the quality of recommendations based on the underlying structure of a web site.  ...  This paper proposed Navigational PageRank (NPR) Algorithm that suggests link analysis in effective manner for web personalization.  ...  Link Analysis for Web Personalization The connectivity features of the web graph play important role in the process of web searching and navigating.  ... 
doi:10.5120/ijca2015906660 fatcat:kcaokcegrrhfnf47yuy3er2qbi

Issues and Challenges of User Intent Discovery (UID) during Web Search

Wael K. Hanna, Aziza S. Aseem, M. B. Senousy
2015 International Journal of Information Technology and Computer Science  
In order to improve the quality of web search results, while increasing the user's satisfaction, this paper presents the current work to identify user's intent sources and how to understand the user behavior  ...  search the web quickly and thoroughly.  ...  Chapelle [14] et al. studied the problem of web search result diversification in the case where intent based relevance scores are available.  ... 
doi:10.5815/ijitcs.2015.07.08 fatcat:zhbrnkbkzngtbn5lz442n4j46e

Designing a Personalized Semantic Web Browser [chapter]

Melike Şah, Wendy Hall, David C. De Roure
2008 Lecture Notes in Computer Science  
In this paper, we propose a novel Semantic Web browser using an ontology-driven user modeling architecture to enable semantic and adaptive links. We also introduce a new behavior-based user model.  ...  With our approach, users need to log in to their Web browser only and personalization is achieved on different websites.  ...  Based on these definitions, we can say that browsing tends to be used in three broad senses: a purposeful activity (directed), searching for inspiration (semi-directed) and capricious behavior (undirected  ... 
doi:10.1007/978-3-540-70987-9_47 fatcat:4lhqf3hupffy3hvkvh24s2lkvm

Personalized Web Search Architecture Supporting Privacy

2020 International Journal of Engineering and Advanced Technology  
The framework goes about as an improvement in the region of web mining as it expects to be easy to understand just as secure.  ...  A through depiction of architecture design gives total perspective on customized protection improved web search framework.  ...  Web Search personalization is accomplished in 3 stages:  Recognizing client's point of enthusiasm of current search.  Calculate weight of web pages based on parameter applied.  Re-rank the web pages  ... 
doi:10.35940/ijeat.c5953.029320 fatcat:7dk5ggmuunhjlkzw2fi6p5wpem

Personalized Information Gathering System Based on Micromedia

Mizuho Sawada, Takeshi Toda
2012 2012 IEEE First International Conference on Internet Operating Systems  
Search terms are then extracted based on the user's profile, which provides personalized search and search results.  ...  Here we propose a solution in the form of a system that first assesses a user's circumstances and preferences in real time based on micromedia comments posted to the Web, then infers and recommends information  ...  Yet recommending Web pages based on the user's browsing history has a number of drawbacks in that it relies on the behavioral history of the user.  ... 
doi:10.1109/icios.2012.11 fatcat:672ycnqik5fqzd53k5m4zyfyjq

The self-Googling phenomenon: Investigating the performance of personalized information resources

Thomas Nicolai, Lars Kirchhof, Axel Bruns, Jason Wilson, Barry Saunders
2009 First Monday  
to self-googling and generic search queries; to what extent do self-googling search requests match the selected personalised Web pages?  ...  2009) The self-Googling phenomenon : investigating the performance of personalized information resources. First Monday, 14(12).  ...  Based on an algorithm proposed by Oliver (1993) , we analyzed the 1.66 million search engine referrals related to personalized web pages.  ... 
doi:10.5210/fm.v14i12.2683 fatcat:2q6ufj2a3jfdtkk7gbewrggxu4

Content and Location based Information Retrieval System

J Swathi, G Seethalakshmi
2014 International Journal of Computer Applications  
Personalized Web search is an effective means of providing precise results to different users when they submit the same query.  ...  An approach which involves a concept based user profiling strategy, along with the click-through data and keyword-based search, is developed.  ...  In personalization, the previous search behavior of a user is used for an efficient and focused search.  ... 
doi:10.5120/18792-0115 fatcat:wjpdcgoqkrdurklcgr2lhwdjsq

Adaptive and Optimization of Personalized Information Retrieval Model in Semantic Web

2019 International journal of recent technology and engineering  
The ranked content is then analyzed with the user profile to produce an optimized search results for the users based on the user classification.  ...  The recognition of user's visited set of web pages for the prediction of web page is a key drawback. Thus the work is employed with the web access log files which is stored in the server.  ...  In this the proposed TCOUB classification for the optimization of the user's search results based on user behavior is described.  ... 
doi:10.35940/ijrte.b1131.0982s1119 fatcat:lwwayem545hyzhespbmvh7tzce
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