<p style="text-align: center;"><span style="color: #75a13b; font-size: 14pt;">Web Intelligence<br /></span></p> <table style="width: 647px; height: 160px;"> <tbody style="background-color: #ffffff; text-align: left; border-width: 0px;"> <tr style="background-color: #ffffff; border-style: none; border-width: 0px;"> <td style="background-color: #ffffff; border-style: none; border-width: 0px;" rowspan="6">&nbsp; <img src="/images/ijctt-book.png" alt="IJCOT-book-cover" /><br />&nbsp;</td> <td style="background-color: #ffffff; border-style: none; border-width: 0px;"><strong><span style="font-family: verdana,geneva; font-size: 10pt; border-style: none; border-color: #ffffff;">International Journal of Computer Trends and Technology (IJCTT)</span></strong></td> <td style="background-color: #ffffff; border-style: none; border-width: 0px;" rowspan="6">&nbsp;&nbsp; &nbsp; &nbsp;&nbsp;&nbsp;&nbsp; <br />&nbsp; <a href="/Volume1/issue-1/ijcttjournal-v1i1p20.pdf" target="_blank"><img src="/images/PDF3.png" alt="" /></a></td> </tr> <tr style="border-width: 0px;"> <td style="background-color: #ffffff; text-align: left; border-width: 0px;"><span style="font-size: 10pt; font-family: verdana,geneva;">© March to April Issue 2011 by IJCTT Journal</span></td> </tr> <tr style="background-color: #ffffff; text-align: left; border-width: 0px;"> <td style="background-color: #ffffff; text-align: left; border-width: 0px;"><span style="font-family: verdana,geneva; font-size: 10pt;">Volume-1 Issue-1&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br /></span></td> </tr> <tr style="background-color: #ffffff; text-align: left; border-width: 0px;"> <td style="background-color: #ffffff; text-align: left; border-width: 0px;"><span style="font-family: verdana,geneva; font-size: 10pt;">Year of Publication : 2011</span></td> </tr> <tr style="background-color: #ffffff; text-align: left; border-width: 0px;"> <td style="background-color: #ffffff; text-align: left; border-width: 0px;"><strong><span style="color: #ff6600;">Authors</span></strong><span style="color: #ff6600;"> :</span><span style="color: #ff6600;"><span style="color: #000000;">Nandini Jog , Shamala Mantri,Isha Vihan,Saurabh Jain. </span></span></td> </tr> </tbody> </table> <p style="text-align: left;"><span style="font-family: arial,helvetica,sans-serif; font-size: 10pt; color: #0d4c89;"><img src="/images/citation.gif" alt="MLA" /></span></p> <p style="text-align: justify;"><span style="font-size: 10pt;"><span lang="ES"><span style="color: #ff6600;"><span style="color: #000000;">Nandini Jog , Shamala Mantri,Isha Vihan,Saurabh Jain. </span></span> "Web Intelligence"<em>International Journal of Computer Trends and Technology (IJCTT)</em>,V1(1):75-77 March to April Issue 2011 .ISSN 2231-2803.www.ijcttjournal.org. Published by Seventh Sense Research Group.</span> </span></p> <p style="text-align: justify;"><span style="color: #0d4c89;"><strong>Abstract</strong></span>—This paper describes analysis of semi-structured document.As,for a semi-structured document or more specifically resume document, the project on Web Intelligence based on unsupervised learning includes pattern matching, information identification and feedback mechanisms.Based on the research,web intelligence is implemented for a firm.Taking input from the web,it can read,analyse,retrieve and store information.The accuracy and efficiency of the system is satisfactory for the requirements specified.In future,the engine can be a reference for any generic analysis requirements.</p> <p class="IEEEHeading1" style="margin-left: 0in; text-indent: 0in; text-align: justify;"><strong><span style="color: #0d4c89;">References-</span></strong></p> <p style="text-align: justify;">[1] P.D. Turney, Mining the Web for synonyms: PMI-IR versus LSA on TOEFL, in: Proceedings of the Twelfth European Conference on Machine Learning, Freiburg, Germany, 2001, pp. 491–502. <br />[2] P.D. Turney, Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews, in: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, Philadelphia, PA, 2002, pp. 129–159. <br />[3] P.D. Turney,M. Littman, Measuring praise and criticism: Inference of semantic orientation from association,ACM Trans. Inform. Syst. 21 (4) (2003) 315–346. <br />[4] A. McCallum, Efficiently inducing features of conditional random fields, in: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence, Acapulco, Mexico, 2003, pp. 403–410.<br />[6] F. Ciravegna, Adaptive information extraction from text by rule induction and generalisation, in: Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI 2001), Seattle, WA, 2001,pp. 1251–1256</p> <p style="text-align: justify;"><span style="color: #0d4c89;"><strong>Keywords</strong></span>— Text mining, Bootstrapping, Extractor, Assessor.</p>