Impact of Different Domain Inlink, Outlink and Rechability on Relevance of Web Page Using Correlation

被引:0
作者
Sardhara, Rinkal [1 ]
Iakhataria, Kamaljit I. [2 ]
机构
[1] LJ Inst Comp Applicat, Comp Applicat, Ahmadabad, Gujarat, India
[2] Gujarat Univ, Dept Comp Sci, Ahmadabad, Gujarat, India
来源
PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICCS) | 2019年
关键词
Web structure Mining; PageRank; HITS; Mutual reinforcement; link analysis; correlation;
D O I
10.1109/iccs45141.2019.9065815
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Web site users are increasing promptly and because of that web structure mining becomes more difficult. Web structure mining plays a big role in search engine optimization. There are many algorithms which mines the web structures. HITS and PageRank are two basic algorithms which works on web structure mining. Other algorithm uses these algorithms and added different parameters like bookmarked users, number of visits, topic, anchor text, popularity and content to calculate web page score. In this paper we introduce new parameters, inlink, outlink and reachability which helps to reduce mutual reinforcement effect on web page ranking. We collected data set on "abortion" keyword. We analyzed that data set and generated score for reachability and inlink and outlink from different domain. We have observed that data set and found that there is a positive correlation between these parameters and relativity of web page. We used Pearson correlation technique to find correlation co-efficient.
引用
收藏
页码:755 / 759
页数:5
相关论文
共 13 条
[1]  
[Anonymous], IRJET INT RES J ENG
[2]   The anatomy of a large-scale hypertextual Web search engine [J].
Brin, S ;
Page, L .
COMPUTER NETWORKS AND ISDN SYSTEMS, 1998, 30 (1-7) :107-117
[3]  
Gupta G. K.T, 2011, INTRO DATA MINING CA, V2nd
[4]  
Ingongngam Paricha, P 18 INT C ADV INF N
[5]   Page Ranking Algorithms in Web Mining, Limitations of Existing methods and a New Method for Indexing Web Pages [J].
Jain, Ashish ;
Sharma, Rajeev ;
Dixit, Gireesh ;
Tomar, Varsha .
2013 INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT 2013), 2013, :640-645
[6]  
Junior Miguel Gomes da Costa, P 2005 IEEE, P590
[7]   Authoritative sources in a hyperlinked environment [J].
Kleinberg, JM .
JOURNAL OF THE ACM, 1999, 46 (05) :604-632
[8]  
Renu T.V., 2014, International Journal of Applied Information Systems, V7, P19
[9]  
Stephanides George, 2006, P 22 INT C DAT ENG W
[10]  
Vaughan L, 2009, LECT NOTES COMPUT SC, V4879, P161, DOI 10.1007/978-3-642-01350-8_15