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A survey of Web clustering engines

Claudio Carpineto, Stanislaw Osiński, Giovanni Romano, Dawid Weiss
2009 ACM Computing Surveys  
A Survey of Web Clustering Engines 17:5 Section 7 is devoted to retrieval performance evaluation.  ...  In this survey, we discuss the issues that must be addressed in the development of a Web clustering engine, including acquisition and preprocessing of search results, their clustering and visualization  ...  A clustering engine allows interactive browsing through clustered Web search results for a large population of users.  ... 
doi:10.1145/1541880.1541884 fatcat:e3ndkaq6ovhe3ep6kkamrtol3e

Web Search Result Clustering- A Review

Kishwar Sadaf
2012 International Journal of Computer Science & Engineering Survey  
It is the clustering of results returned by the search engines into meaningful, thematic groups.  ...  This paper gives a succinct overview and categorizes various techniques that have been used in clustering of web search results.  ...  Graph-based Search Result Clustering The documents returned by the search engine in answer of a query can be looked as a subgraph of the whole web graph.  ... 
doi:10.5121/ijcses.2012.3407 fatcat:t5ziyccw75bpfdm6ii3vhsl5aq

International Journal OF Engineering Sciences &Management Research Issues and Challenges of Load Balancing in Web Server Clusters: A Survey

Deepti Sharma
2017 unpublished
Web server cluster performance can be enhanced using Load Balancing (LB) mechanism. LB is the process of redistributing the work load within the web servers or among the web server clusters.  ...  In this paper, we have examined various issues likes scalability, congestion handling, fault tolerance, performance and scheduling of cluster of web servers.  ...  A cluster of web servers can refer to collection of either hardware or the software that helps to deliver web content through internet.  ... 
fatcat:7jl2mvq2hbhyhosnyapq5z5fdi

A SURVEY ON HIGHLY ACCURATE PREDICTION ALGORITHM FOR UNKNOWN WEB SERVICES WITH FUZZY CLUSTERING

Mohini Shevatkar, Das
Multidisciplinary Journal of Research in Engineering and Technology   unpublished
The quality of web services is additionally supposed as a multi-dimensional object, and every dimension is one feature of the web services non-functional properties.  ...  This approach is used in web services ranking by a score function and multi-dimensional QoS properties are mapped into a single dimensional value.  ...  Our sincere thanks to DR D.Y.PATIL SCHOOL OF ENGINEERING CHARHOLI, PUNE for providing strong platform to develop our skill and capabilities  ... 
fatcat:zb4moqaav5ezrghqjoyoi56h2q

Clustering Engine for Desktop Usability

Prajakta Sharmao Pawar, Sushopti Gawade
2014 IOSR Journal of Computer Engineering  
used for management and retrieval of documents. [2]The clustering engine intelligently works towards providing user with document as input, the specific documents with output.  ...  The increased capacity and lower prices of computer hard drives led to a new universe of knowledge.  ...  Web clustering engine is a base for intelligent clustering engine and it also gives an overview of the basic components of web clustering engine.  ... 
doi:10.9790/0661-16654749 fatcat:cphybdtwkvevni4b2dofew7gaq

A Novel Approach to Cluster Web Pages Dynamically based on Domain Knowledge

Tina D'abreo, Anand Khandare, Prachi Janrao
2016 International Journal of Applied Information Systems  
As static clustering, faced some drawbacks of mapping the Web pages, there was a need to find the solution for the same.  ...  The search engine does not understand the meaning of the searched query as it does not have a background domain knowledge of the searched query.  ...  In the paper, A review on Web Recommendation System [7] , the authors have explained the urge to have recommendation system to assist the user with their browsing activities.  ... 
doi:10.5120/ijais2016451617 fatcat:32ixpg4cdzdgrdsdcvl7k5qx3u

Research on Mechanism and Challenges in Meta Search Engines

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
This paper surveys and analysed the working of different result merging algorithms. Current research reviews MSE based on different approaches like clustering technique.  ...  A Meta Search Engine (MSE) produces results gathered from other search engine (SE) on a given query. In brief MSEs have single interface corresponding to multiple searches.  ...  It affects the uniqueness of a cluster. Further ranking of clusters has not been done efficiently which leads to low relevancy of results and contains too several sponsored Web Pages. x.  ... 
doi:10.35940/ijitee.i1057.0789s219 fatcat:cimjx3ng3ze2lmhlpfiefnflhm

Academic web search engine

Ye Wang, Zhihua Geng, Sheng Huang, Xiaoling Wang, Aoying Zhou
2007 Proceedings of the 16th international conference on World Wide Web - WWW '07  
We study this problem and designed a vertical search engine prototype Dolphin, where the flexible user-oriented templates can be defined and the survey-like results are presented according to the template  ...  Given a document repository, search engine is very helpful to retrieve information. Currently, vertical search is a hot topic, and Google Scholar [4] is an example for academic search.  ...  …… To meet the academic survey requirements listed above, we developed an academic web search engine system-Dolphin.  ... 
doi:10.1145/1242572.1242745 dblp:conf/www/WangGHWZ07 fatcat:dubiphiaj5atdcjkydchjqaf6m

A Survey on Feedback Session for Inferring User Search Query with CAP

2016 International Journal of Science and Research (IJSR)  
The inference and analysis of user search goals can be useful in improving performance of search engine. inferring and analysis of user search goals is proposed in this paper .this paper proposes new method  ...  to infer user search goals by analyzing search engine queries. we propose 2 different framework .first we propose framework to find out different user search information for user query by using clustering  ...  To organize search results learn from web search goals. Search engines results of the efficient organization are hard to improve the efficiency of the search engine.  ... 
doi:10.21275/v5i1.nov152863 fatcat:bsipuv6kdrbjdjn5sikblsv5ki

A Survey on: Clustering Algorithms in Web Usage Mining

Anandha Jothi, Gayathri. P
2018 International Journal of Trend in Scientific Research and Development  
In this paper, it mainly focusing on clustering algorithm that is used for clustering we logs. Also this survey is about an algorithm which is used to cluster a web log or web usage data.  ...  Clustering an information is gathering an data together as indicated by their likeness. There are numerous clustering algorithms are availble here to cluster web logs.  ...  Open Access Journal Clustering Algorithms in Web Usage Mining Department of Computer Science & Engineering, IFET College of Engineering, Steps Followed by Hpso Algorithm: Swarm represents as a center  ... 
doi:10.31142/ijtsrd12742 fatcat:xdqhew6f4zdnnhoemmvxe56qju

Search and the subjective web

Diane J. Schiano, Maria Stone, Regis Bectarte
2001 CHI '01 extended abstracts on Human factors in computing systems - CHI '01  
This paper describes a research project on people's subjective models of the World Wide Web, and the strategies they commonly use to retrieve Web information.  ...  Initial results suggest that Web use may be far more flexible and adaptive than most HCI workers realize. These findings directly inform Web navigation and search tool design.  ...  A better understanding of search of the subjective Web will have direct implications for improving Web navigation and search tool design.  ... 
doi:10.1145/634067.634168 dblp:conf/chi/SchianoSB01 fatcat:5pnhn5mawnczfimlecq3lei6hu

Survey on Web Content Extraction

Jincymol Joseph, J.R. Jeba
2016 International Journal of Applied Engineering Research  
World wide web has become one of the most significant resources nowadays. It brings the information mainly in the form of web pages.  ...  It has the advantage that a set of item sets was allowed to describe a cluster instead of just a set of items and it has the ability to explain the clusters and the differences between clusters.  ...  K-FeaureExtractor is a special modification of FeatureExtractor which perform better in a wide variety of web pages.  ... 
doi:10.37622/ijaer/11.7.2016.5338-5341 fatcat:s5djxq33dze2vnatqsl4s7sgqq

Neural Network based Approach for Predicting user Satisfaction with Search Engine

Sunita Yadav, Om Prakash Sangwan
2011 International Journal of Computer Applications  
In our work we have analyzed the major factors affecting user satisfaction with search engine and find out the importance /priority value of these factors based on a survey conducted on 100 search engine  ...  Success of a search engine is measured by the satisfaction of its users. Finding user expectation can be a better step for improved user satisfaction.  ...  SURVEY ON USER SATISFACTION 3.1 Survey Technique A survey was conducted from a sample size of 100 diverse search engine users to identify the importance of the above mentioned factors for users as they  ... 
doi:10.5120/2281-2953 fatcat:bjbn6xdatvhy3czsuhvv5s5pl4

Exploring Web Search Results Clustering [chapter]

Xiaoxia Wang, Max Bramer
2007 Research and Development in Intelligent Systems XXIII  
In this paper, we present a brief survey of previous work on web search results clustering and existing commercial search engines using this technique, discuss two key issues of web search results clustering  ...  As the number of documents on the web has proliferated, the low precision of conventional web search engines and the flat ranked search results presentation make it difficult for users to locate specific  ...  This paper is a brief survey of research trying to achieve the above key requirements. Section 2 gives an overview of work on web-based clustering techniques.  ... 
doi:10.1007/978-1-84628-663-6_30 dblp:conf/sgai/WangB06 fatcat:4uynwqdunbf7bb22mumikknjgu

Clustering of Web Search Results using Hybrid Algorithm

Anupreeta Mishra, Megha Prince, Nikhil Nirbhavane, Suyog Tate, Prof. Gopal Deshmukh
2015 International Journal of Engineering Research and  
It is also knows as Web Clustering Engines, appeal to increase the description of documents presented to the user for review, while decreasing the time spent reviewing them.  ...  Clustering the web search has become a very fascinating research area among scientific and academic associations involved in information retrieval.  ...  two alternative for expansion enhancements (i.e., based on Wordnet and on pseudo-relevance feedback) A survey of Web clustering engines: As resources become more and more available on the Web, so the  ... 
doi:10.17577/ijertv4is120183 fatcat:zztuyfmz7zaabajfahttvdimmy
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