What is this page known for? Computing Web page reputations

被引:20
作者
Rafiei, D [1 ]
Mendelzon, AO [1 ]
机构
[1] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3H5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
reputation ranking; searching; random walks; PageRank; hubs and authorities;
D O I
10.1016/S1389-1286(00)00078-5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The textual content of the Web enriched with the hyperlink structure surrounding it can be a useful source of information for querying and searching. This paper presents a search process where the input is the URL of a page, and the output is a ranked set of topics on which the page has a reputation. For example, if the input is www.gamelan.com, then a possible output is 'Java'. We propose several algorithmic formulations of the notion of reputation using simple random walk models of Web-browsing behavior. We give preliminary test results on the effectiveness of these algorithms. (C) 2000 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:823 / 835
页数:13
相关论文
共 50 条
[41]   Implementation of Page Rank Algorithm in Hadoop MapReduce Framework [J].
Bhawivuga, Adhitya ;
Kirana, Annisa Puspa .
2016 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA): RECENT TRENDS IN INTELLIGENT COMPUTATIONAL TECHNOLOGIES FOR SUSTAINABLE ENERGY, 2016, :231-235
[42]   Link Spam Target Detection Using Page Farms [J].
Zhou, Bin ;
Pei, Jian .
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2009, 3 (03)
[43]   Page Ranking Validation using Cellular Automata in Cloud [J].
Mitra, Arnab ;
Kundu, Anirban .
INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2015, 5 (03) :1-19
[44]   Beyond the Click: Navigating the Depths of Page Ranking Algorithms [J].
Iulia-Maria, Baraian ;
Honoriu, Valean ;
Oliviu, Matei ;
Rudolf, Erdei ;
Laurentiu, Chifor .
2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS, AQTR, 2024, :249-253
[45]   An Efficient Alternative To Personalized Page Rank For Friend Recommendations [J].
Zhan, Felix ;
Waters, Brandon ;
Mijangos, Maria ;
Chung, LeAnn ;
Bhagat, Raghav ;
Bhagat, Tanvi ;
Pirouz, Matin ;
Chiu, Carter ;
Tayeb, Shahab ;
Ploutz, Elliott ;
Zhan, Justin ;
Gewali, Laxmi .
2018 15TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2018,
[46]   Strongly connected components based efficient computation of page rank [J].
Hongguo Yang ;
Derong Shen ;
Yue Kou ;
Tiezheng Nie ;
Ge Yu .
Frontiers of Computer Science, 2018, 12 :1208-1219
[47]   Strongly connected components based efficient computation of page rank [J].
Yang, Hongguo ;
Shen, Derong ;
Kou, Yue ;
Nie, Tiezheng ;
Yu, Ge .
FRONTIERS OF COMPUTER SCIENCE, 2018, 12 (06) :1208-1219
[48]   Effective Utilization of Page Ranking and HITS in significant Information Retrieval [J].
Pawar, Shailendra G. ;
Natani, Pratiksha .
2014 INTERNATIONAL CONFERENCE FOR CONVERGENCE OF TECHNOLOGY (I2CT), 2014,
[49]   Parallel Computation of Reverse PageRank Problem with Evaluating Single Page [J].
Lai, Siyan ;
Yang, Yi ;
Guo, Menghan ;
Lin, Xiaola .
PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCES ON BIG DATA AND CLOUD COMPUTING (BDCLOUD 2016) SOCIAL COMPUTING AND NETWORKING (SOCIALCOM 2016) SUSTAINABLE COMPUTING AND COMMUNICATIONS (SUSTAINCOM 2016) (BDCLOUD-SOCIALCOM-SUSTAINCOM 2016), 2016, :75-80
[50]   The Research Of Optimizing Page Ranking Based On User's Feature [J].
Liu, Yongjian ;
Xu, Pan .
2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, :1950-1952