{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T01:11:40Z","timestamp":1654132300663},"reference-count":10,"publisher":"IGI Global","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,10,1]]},"abstract":"<p>The user behavior on a website triggers a sequence of queries that have a result which is the display of certain pages. The Information about these queries (including the names of the resources requested and responses from the Web server) are stored in a text file called a log file. Analysis of server log file can provide significant and useful information. Web Mining is the extraction of interesting and potentially useful patterns and implicit information from artifacts or activity related to the World Wide Web. Web usage mining is a main research area in Web mining focused on learning about Web users and their interactions with Web sites. The motive of mining is to find users' access models automatically and quickly from the vast Web log file, such as frequent access paths, frequent access page groups and user clustering. Through Web Usage Mining, several information left by user access can be mined which will provide foundation for decision making of organizations, Also the process of Web mining was defined as the set of techniques designed to explore, process and analyze large masses of consecutive information activities on the Internet, has three main steps: data preprocessing, extraction of reasons of the use and the interpretation of results. This paper will start with the presentation of different formats of web log files, then it will present the different preprocessing method that have been used, and finally it presents a system for \u201cWeb content and Usage Mining'' for web data extraction and web site analysis using Data Mining Algorithms Apriori, FPGrowth, K-Means, KNN, and ID3.<\/p>","DOI":"10.4018\/jitr.2014100103","type":"journal-article","created":{"date-parts":[[2015,3,11]],"date-time":"2015-03-11T12:49:38Z","timestamp":1426078178000},"page":"27-41","source":"Crossref","is-referenced-by-count":0,"title":["Extracting Knowledge from Web Data"],"prefix":"10.4018","volume":"7","author":[{"given":"Hanane","family":"Ezzikouri","sequence":"first","affiliation":[{"name":"Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco"}]},{"given":"Mohamed","family":"Fakir","sequence":"additional","affiliation":[{"name":"Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco"}]},{"given":"Cherki","family":"Daoui","sequence":"additional","affiliation":[{"name":"Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco"}]},{"given":"Mohamed","family":"Erritali","sequence":"additional","affiliation":[{"name":"Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco"}]}],"member":"2432","reference":[{"key":"jitr.2014100103-0","first-page":"119","article-title":"S., & Gottlob, G. \u201cVisual Web Information Extraction with Lixto","author":"F.Baumgartner","year":"2001","journal-title":"Proceedings of 27th International Conference on Very Large Data Bases"},{"key":"jitr.2014100103-1","unstructured":"Charrad, M. \u201c Techniques d'extraction de connaissances appliqu\u00e9es aux donn\u00e9es du Web\u201d, National School of Computer Science, University of Manouba, Tunisia - Master in Computer Science, Option: Geniuses Documentiel and Software 2005."},{"key":"jitr.2014100103-2","first-page":"109","article-title":"G., & Merialdo, P. \u201cRoad Runner: Towards automatic data extraction from large Web sites","author":"M.Crescenzi","year":"2001","journal-title":"Proceedings of 27th International Conference on Very Large Data Bases"},{"key":"jitr.2014100103-3","unstructured":"El Helou, G., & Abou Khalil, C. (2004). Techniques d\u2019extraction des connaissances, Universit\u00e9 Panth\u00e9on-Assas. DU Les mod\u00e8les de l\u2019Economie Num\u00e9rique."},{"key":"jitr.2014100103-4","unstructured":"Langhnoja, S., Barot, M., & Mehta, D. Pre-Processing: Procedure on Web Log File for Web Usage Mining, International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 2, Issue 12, December 2012)."},{"key":"jitr.2014100103-5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2000.839475"},{"key":"jitr.2014100103-6","unstructured":"Pamutha, T., Chimphlee, S., Kimpan, C., & Sanguansat, P. Data Preprocessing on Web Server Log Files for Mining Users Access Patterns, International Journal of Research and Reviews in Wireless Communications (IJRRWC) Vol. 2, No. 2, June 2012, ISSN: 2046-6447."},{"key":"jitr.2014100103-7","first-page":"275","article-title":"Web Mining \u2013 Concepts","volume":"180","author":"J.Srivastava","year":"2005","journal-title":"Applications and Research Directions. Springer"},{"key":"jitr.2014100103-8","unstructured":"Tanasa, D., & Trousse, B. (2004). Le pr\u00e9traitement des fichiers logs Web dans le Web Usage Mining multi-sites. \u00c9quipe AxIS, INRIA Sophia Antipolis. Route des Lucioles, 06902 Sophia Antipolis Cedex, France."},{"key":"jitr.2014100103-9","first-page":"06902","article-title":"Application des techniques de fouille de donn\u00e9es aux logs web:Etat de l\u2019art sur le Web Usage Mining. Projet AxIS, INRIA Sophia Antipolis","volume":"93","author":"D.Tanasa","year":"2004","journal-title":"Route des Lucioles, BP"}],"container-title":["Journal of Information Technology Research"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=124912","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T00:30:17Z","timestamp":1654129817000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jitr.2014100103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2014,10,1]]},"references-count":10,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2014,10]]}},"URL":"https:\/\/doi.org\/10.4018\/jitr.2014100103","relation":{},"ISSN":["1938-7857","1938-7865"],"issn-type":[{"value":"1938-7857","type":"print"},{"value":"1938-7865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,10,1]]}}}