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Analysis on the Establishment of the Standards for the Shelves of Paper Books in University Libraries Based on the Book-Reader Association

Published: 25 April 2021 Publication History

Abstract

The paper resources of university libraries are increasing every year, and the collection space is obviously insufficient. In this paper, by analyzing the half-life of literature citation and the half-life of literature citation of various books, the XGBoost algorithm is used to analyze the evaluation system of book publication year, book category, reader activity, author popularity, book price, publisher popularity, and country popularity as indicators .Besides, it combined with the multi-attribute decision-making model and the improved RFM model-BRFM model, established a book-reader association model, and formulated a set of book removal standards.

References

[1]
Bian Gaofeng, Li Tao, Wu Ling. Data-driven analysis of college library lending behavior[J]. Information Exploration, 2019(07): 79-90.
[2]
Lu Yan. Statistical Analysis of Paper Books Borrowing Volume in University Libraries Based on Circulation Data[J]. Henan Library Journal, 2014, 34(10): 56-58.
[3]
Zhang Huiling. An Empirical Study of Book Removal Based on Book Age Analysis [J]. Library Forum, 2013, 33(04): 126-129.
[4]
Chen Yuqi, Shi Guoliang, Zhang Xiaoxiao, Xie Zeyu. Research on the Evaluation System and Influencing Factors of Popular Books in University Libraries Based on Modified RFM Model[J]. Library Science Research, 2020(10): 58-68.
[5]
Liu Chaohua, Mei Qiang, Cai Shuqin. Customer classification and value evaluation model based on RFM. Technical Economics and Management Research, 2012 (5): 33-36.
[6]
Wang Luona, Li Ruiming. Research on the influence evaluation method of academic books using weighted TOPSIS method. Library and Information Work, 2018 (23): 72-77.
[7]
Yang Guijun, Xu Xue, Zhao Fuqiang. User rating prediction model based on XGBoost algorithm and its application. Data Analysis and Knowledge Discovery, 2019 (1): 118-126.
[8]
Yuan Qilong, Shi Haibo, Zhou Xiaofeng. An Optimized Initialization Center Kmeans Clustering Algorithm Based on Density C] // Thailand: IEEE International Conference on Cyber ​​Technology in Automation, Control, and Intelligent Systems, 2015.
[9]
Cheng Lu Based on the half-life analysis of Chinese academic books of linguistics [A]1004-342(2019)05-79-07
[10]
Zhou Zhi Half-life analysis of library and information periodicals in China and abroad [A]: 1004-3926(2013)09-0233-08
[11]
Huang Liping. Literature aging research based on citation analysis——Taking library information and management as an example. Information Magazine, 2011, 30(10): 30-35.
[12]
Liu Chaohui, Li Yugen, Tao Haowu, Zhou Qing. Research on book resource recommendation technology based on user-book resource characteristics[J]. Electronic World, 2019(08): 86-87.
[13]
Zheng Shifeng, Fu Wenqi. Research on the Influencing Factors of University Library Reader Recommendation Purchase Based on Grounded Theory[J]. Research in Library Science, 2018(03):53-58.

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IPEC2021: 2021 2nd Asia-Pacific Conference on Image Processing, Electronics and Computers
April 2021
1143 pages
ISBN:9781450389815
DOI:10.1145/3452446
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 April 2021

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Author Tags

  1. Book Removal Standard
  2. Book-Reader Association Model
  3. Brfm Model
  4. Multi-Attribute Decision-Making Model

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