Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)

Research and Implementation of Algorithm Based on Data Fusion Technology

Authors
Yu-zi Dou, Xi-wei Feng, Rui Zhu, Tian-zhu Gao, Yan-bing Wu, Lei Ma
Corresponding Author
Xi-wei Feng
Available Online July 2019.
DOI
https://doi.org/10.2991/masta-19.2019.60How to use a DOI?
Keywords
Data fusion, Python, web crawler, PageRank algorithm, NDC algorithm, Student evaluation of teaching
Abstract

As the growing amount of data stored on the Internet, the work of searching for information becomes complicated. The traditional collection method cannot achieve a certain effect, it is cumbersome and time-consuming. Using natural language processing technology and web crawler technology to collect and analyze data about student evaluation, the purpose is to obtain the key factors affecting teachers' comprehensive evaluation results and propose the methods to solve the problems. For the traditional Web crawler technology, there is a lack of certain intelligence, initiative, etc. the design of the best priority crawler framework has improved and optimized its structure. And the improved PageRank value, user demand correlation degree, and NDC algorithm denoising are added, it can effectively solve a series of problems such as long retrieval time, overlapping information, incomplete information, and improve the accuracy of information collection.

Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)
Series
Advances in Intelligent Systems Research
Publication Date
July 2019
ISBN
978-94-6252-761-4
ISSN
1951-6851
DOI
https://doi.org/10.2991/masta-19.2019.60How to use a DOI?
Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yu-zi Dou
AU  - Xi-wei Feng
AU  - Rui Zhu
AU  - Tian-zhu Gao
AU  - Yan-bing Wu
AU  - Lei Ma
PY  - 2019/07
DA  - 2019/07
TI  - Research and Implementation of Algorithm Based on Data Fusion Technology
BT  - Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)
PB  - Atlantis Press
SP  - 359
EP  - 364
SN  - 1951-6851
UR  - https://doi.org/10.2991/masta-19.2019.60
DO  - https://doi.org/10.2991/masta-19.2019.60
ID  - Dou2019/07
ER  -