Article(id=1242117887968743638, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242117870927286391, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1250524800000, receivedDateStr=2009-08-18, revisedDate=-2209017600000, revisedDateStr=1900-01-01, acceptedDate=null, acceptedDateStr=null, onlineDate=1160409600000, onlineDateStr=2006-10-10, pubDate=1160409600000, pubDateStr=2006-10-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1160409600000, onlineIssueDateStr=2006-10-10, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774073581922, creator=sys-migrate, updateTime=1774073581922, updator=sys-migrate, issue=Issue{id=1242117870927286391, tenantId=1146029695717560320, journalId=1146031591421210625, year='2006', volume='24', issue='0610', pageStart='1', pageEnd='86', issueExtLink='null', onlineDate='null', pubDate='1160409600000', pubDateStr='2006-10-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774073577858, creator='sys-migrate', updateTime=1774073577858, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=33, endPage=36, ext={EN=ArticleExt(id=1242117891286438137, articleId=1242117887968743638, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Research of Intelligent Web Page Recommender System Based on Clustering Technique, columnId=1242116080374710456, journalTitle=Science & Technology Review, columnName=Articles, runingTitle=null, highlight=null, articleAbstract=With the size of WWW growing bigger, its structure is more and more complex. Web visitors with personalized information demands find it very difficult to locate information with ease. In this paper, we designed an intelligent web page recommender system, which include three sub-systems of data preprocessing, clustering, and web page recommendation. The proposed system can divide visitors into subgroups automatically, thus providing new users with online web page recommendation. The formula for computing the distance between visitor paths is proposed, followed by the study of the structure of clustering system. The simulation results based on web log of Microsoft website proved the validity of the proposed method., authors=null, authorsList=null, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=RC5UozpRGBscQhdLZiFJ5g==, pdfFileSize=322939, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242117890418213738, articleId=1242117887968743638, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=基于聚类的智能网页推荐系统研究, columnId=1146540929516700224, journalTitle=科技导报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=计了一种智能网页推荐系统的架构,其中包括数据预处理、聚类分析和网页推荐3个子系统,可以根据网站的访问日志来对用户进行自动分类,进而对网站的新用户在线提供网页推荐。提出了路径间距离的计算方法,进而研究了聚类子系统的结构,并通过对微软网站中用户访问日志的仿真实验,说明了所述方法的有效性。, authors=王有为, authorsList=王有为, authorCompany=复旦大学管理学院 上海, correspAuthors=null, authorNote=null, correspAuthorsNote=王有为, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=oQSTlRpTuankBwdyVWgNUA==, pdfFileSize=322939, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null)}, authors=null, keywords=[Keyword(id=1242117890061697893, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=CN, orderNo=1, keyword=网站访问日志), Keyword(id=1242117890137195366, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=CN, orderNo=1, keyword=聚类分析), Keyword(id=1242117890208498535, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=CN, orderNo=1, keyword=网页推荐), Keyword(id=1242117890288190312, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=CN, orderNo=1, keyword=推荐系统), Keyword(id=1242117890871202037, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=EN, orderNo=1, keyword=web log), Keyword(id=1242117890959282422, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=EN, orderNo=1, keyword=clustering analysis), Keyword(id=1242117891047362807, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=EN, orderNo=1, keyword=web page recommendation), Keyword(id=1242117891127054584, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117887968743638, language=EN, orderNo=1, keyword=recommender system)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1784015846012, createdBy=null, updatedBy=13041195026, firstLetterCn=K, firstLetterEn=K, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1283818766098219763, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1784015846037, updatedTime=1784015846037, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1283818766144357108, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1784015846048, updatedTime=1784015846048, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=K, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/Y2006/V24/I0610/33, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/Y2006/V24/I0610/33, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/Y2006/V24/I0610/33, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/Y2006/V24/I0610/33, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1160409600000, fullTextJson=null, articleText=null, reference=null)
科技导报
|研究论文
2006
, 24
(0610) :
33
-36
基于聚类的智能网页推荐系统研究
全屏
王有为
作者信息
Research of Intelligent Web Page Recommender System Based on Clustering Technique
Affiliations
出版时间: 2006-10-10
文章导航
计了一种智能网页推荐系统的架构,其中包括数据预处理、聚类分析和网页推荐3个子系统,可以根据网站的访问日志来对用户进行自动分类,进而对网站的新用户在线提供网页推荐。提出了路径间距离的计算方法,进而研究了聚类子系统的结构,并通过对微软网站中用户访问日志的仿真实验,说明了所述方法的有效性。
网站访问日志
/
聚类分析
/
网页推荐
/
推荐系统
With the size of WWW growing bigger, its structure is more and more complex. Web visitors with personalized information demands find it very difficult to locate information with ease. In this paper, we designed an intelligent web page recommender system, which include three sub-systems of data preprocessing, clustering, and web page recommendation. The proposed system can divide visitors into subgroups automatically, thus providing new users with online web page recommendation. The formula for computing the distance between visitor paths is proposed, followed by the study of the structure of clustering system. The simulation results based on web log of Microsoft website proved the validity of the proposed method.
web log
/
clustering analysis
/
web page recommendation
/
recommender system
王有为.
基于聚类的智能网页推荐系统研究.
科技导报,
2006
, 24
(0610)
: 33
-36
.
.
Research of Intelligent Web Page Recommender System Based on Clustering Technique[J].
Science & Technology Review ,
2006
, 24
(0610)
: 33
-36
.
2006年第24卷第0610期
PDF下载
374
198
引用本文
BibTeX
文章信息
接收时间:2009-08-18
首发时间:2006-10-10
出版时间:2006-10-10
收稿日期:2009-08-18
修回日期:1900-01-01
https://castjournals.cast.org.cn/joweb/kjdb/CN/1242117887968743638
复制链接
引用本文
BibTeX
2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
关闭全屏
BibTeX
EndNote
RefWorks
TxT