TY - GEN
T1 - A Focused Crawler Model Based on Mutation Improving Particle Swarm Optimization Algorithm
AU - Xu, Guangxia
AU - Jiang, Peng
AU - Ma, Chuang
AU - Daneshmand, Mahmoud
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/11/16
Y1 - 2018/11/16
N2 - The focused crawler is the key technology of the focused search engine. The current focused crawler is prone to poor adaptability and low search accuracy in the process of crawling the webpage. For these reasons, we proposes a focused crawler model (VRPSOFC) based on mutation improving particle swarm optimization. First, get three seed pages based on the click rate of the topic-related page. Then, get the four weighted documents of the seed pages. Finally, using the focused crawler model based on mutation improving particle swarm optimization algorithm to crawl the webpage, the results of the analysis show that the focused crawler model has a significant improvement in the precision of optimization.
AB - The focused crawler is the key technology of the focused search engine. The current focused crawler is prone to poor adaptability and low search accuracy in the process of crawling the webpage. For these reasons, we proposes a focused crawler model (VRPSOFC) based on mutation improving particle swarm optimization. First, get three seed pages based on the click rate of the topic-related page. Then, get the four weighted documents of the seed pages. Finally, using the focused crawler model based on mutation improving particle swarm optimization algorithm to crawl the webpage, the results of the analysis show that the focused crawler model has a significant improvement in the precision of optimization.
KW - focused crawler
KW - mutation
KW - particle swarm algorithm
UR - http://www.scopus.com/inward/record.url?scp=85059848031&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85059848031&partnerID=8YFLogxK
U2 - 10.1109/ICII.2018.00031
DO - 10.1109/ICII.2018.00031
M3 - Conference contribution
AN - SCOPUS:85059848031
T3 - Proceedings - 2018 IEEE International Conference on Industrial Internet, ICII 2018
SP - 173
EP - 174
BT - Proceedings - 2018 IEEE International Conference on Industrial Internet, ICII 2018
T2 - 1st IEEE International Conference on Industrial Internet, ICII 2018
Y2 - 21 October 2018 through 23 October 2018
ER -