DocumentCode
702787
Title
Crawler intelligence with machine learning and Data Mining integration
Author
Darshakar, Abhiraj
Author_Institution
Dept. of Electron. & Telecommun., Pune Inst. of Comput. Technol., Pune, India
fYear
2015
fDate
8-10 Jan. 2015
Firstpage
1
Lastpage
6
Abstract
This paper presents a study conducted on intelligent crawlers used in search engines, competitive intelligence etc. Data mining algorithms identified by IEEE International Conference on Data Mining (ICDM) were used to aid machine learning and introduce intelligence into the crawler. A statistical analysis of performance of intelligent crawler is presented in this paper. Further in this paper the data mining algorithms are compared on basis of usability in crawlers.
Keywords
data mining; learning (artificial intelligence); search engines; statistical analysis; competitive intelligence; crawler intelligence; data mining integration; intelligent crawlers; machine learning; search engines; statistical analysis; Algorithm design and analysis; Classification algorithms; Clustering algorithms; Crawlers; Data mining; Support vector machines; Training data; C4.5; Crawler; Data mining; K-mean; Machine Learning; Support Vector Machine; Web Intelligence;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing (ICPC), 2015 International Conference on
Conference_Location
Pune
Type
conf
DOI
10.1109/PERVASIVE.2015.7087203
Filename
7087203
Link To Document