A Web Mining Method Based on Personal Ontology for Semi-structured RDF

2005 ◽  
pp. 227-234 ◽  
Author(s):  
Kotaro Nakayama ◽  
Takahiro Hara ◽  
Shojiro Nishio
Keyword(s):  
Web Mining ◽  
Mining Method ◽  
Personal Ontology

An ontology-based Web mining method for unemployment rate prediction

2014 ◽  
Vol 66 ◽  
pp. 114-122 ◽  
Author(s):  
Ziang Li ◽  
Wei Xu ◽  
Likuan Zhang ◽  
Raymond Y.K. Lau
Keyword(s):  
Unemployment Rate ◽  
Web Mining ◽  
Mining Method ◽  
Rate Prediction

Similarity Detection Using Latent Semantic Analysis Algorithm

2018 ◽  
Vol 6 (8) ◽  
pp. 102
Author(s):  
Priyanka R. Patil ◽  
Shital A. Patil
Keyword(s):  
Latent Semantic Analysis ◽  
Latent Dirichlet Allocation ◽  
Semantic Analysis ◽  
Mining Method ◽  
Research Papers ◽  
Information Measures ◽  
Automated Software ◽  
Day By Day ◽  
Ways Of Life ◽  
Dirichlet Allocation

Similarity View is an application for visually comparing and exploring multiple models of text and collection of document. Friendbook finds ways of life of clients from client driven sensor information, measures the closeness of ways of life amongst clients, and prescribes companions to clients if their ways of life have high likeness. Roused by demonstrate a clients day by day life as life records, from their ways of life are separated by utilizing the Latent Dirichlet Allocation Algorithm. Manual techniques can't be utilized for checking research papers, as the doled out commentator may have lacking learning in the exploration disciplines. For different subjective views, causing possible misinterpretations. An urgent need for an effective and feasible approach to check the submitted research papers with support of automated software. A method like text mining method come to solve the problem of automatically checking the research papers semantically. The proposed method to finding the proper similarity of text from the collection of documents by using Latent Dirichlet Allocation (LDA) algorithm and Latent Semantic Analysis (LSA) with synonym algorithm which is used to find synonyms of text index wise by using the English wordnet dictionary, another algorithm is LSA without synonym used to find the similarity of text based on index. LSA with synonym rate of accuracy is greater when the synonym are consider for matching.

On-line forum hot topic mining method based on topic cluster evaluation

2013 ◽  
Vol 33 (11) ◽  
pp. 3071-3075 ◽  
Author(s):  
Hao JIANG ◽  
Xingshu CHEN ◽  
Min DU
Keyword(s):  
Mining Method ◽  
Cluster Evaluation ◽  
On Line ◽  
Topic Mining
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