Improving the relevance of web search results by combining web snippet categorization, clustering and personalization

D Zhu - 2010 - espace.curtin.edu.au
Web search results are far from perfect due to the polysemous and synonymous
characteristics of nature languages, information overload as the results of information …

Improving web search by categorization, clustering, and personalization

D Zhu, H Dreher - Advanced Data Mining and Applications: 4th …, 2008 - Springer
This research combines Web snippet categorization, clustering and personalization
techniques to recommend relevant results to users. RIB–Recommender Intelligent Browser …

A methodology to refine labels in web search results clustering

Z Salah, A Aloqaily, M Al-Hassan… - International Journal of …, 2018 - Springer
Abstract Information retrieval systems like web search engines can be used to meet the
user's information needs by searching and retrieving the relevant documents that match the …

Clustering retrieved web documents to speed up web searches

R Qumsiyeh, YK Ng - Computational Science and Its Applications--ICCSA …, 2015 - Springer
Current web search engines, such as Google, Bing, and Yahoo!, rank the set of documents
S retrieved in response to a user query and display the URL of each document D in S with a …

A transduction-based approach to fuzzy clustering, relevance ranking and cluster label generation on web search results

T Matsumoto, E Hung - Journal of Intelligent Information Systems, 2012 - Springer
This paper details a modular, self-contained web search results clustering system that
enhances search results by (i) performing clustering on lists of web documents returned by …

[PDF][PDF] Clustering of Web Page Search Results: A Full Text Based Approach

R Campos, G Dias, C Nunes… - International Journal of …, 2008 - dias.users.greyc.fr
With so much information available on the web, looking for relevant documents on the
Internet has become a tough task. In this paper we present as approach which is a match …

[PDF][PDF] Finding the best page using synonyms

LMR Lobo, RS Bichkar - International Journal of Computer Applications, 2013 - Citeseer
Rating a page to be a best one, based only on Page Ranking algorithm of Brin and Page
would be insufficient. This method relied totally on Link information alone. However, due to …

Users' click and bookmark based personalization using modified agglomerative clustering for web search engine

TD Rajkumar, SP Raja, A Suruliandi - International Journal on …, 2017 - World Scientific
Short and ambiguous queries are the major problems in search engines which lead to
irrelevant information retrieval for the users' input. The increasing nature of the information …

The BankSearch web document dataset: investigating unsupervised clustering and category similarity

MP Sinka, DW Corne - Journal of network and computer applications, 2005 - Elsevier
Targeting useful and relevant information on the internet is a highly complicated research
area, which is served in part by research into document clustering. A foundational aspect of …

Internet categorization and search: A self-organizing approach

H Chen, C Schuffels, R Orwig - Journal of visual communication and image …, 1996 - Elsevier
The problems of information overload and vocabulary differences have become more
pressing with the emergence of increasingly popular Internet services. The main information …