图书推荐技术前沿研究及对我国的启示--基于对国外五类推荐技术分析的调研

Research on the Advanced Technology of Book Recommendation Technology and Its Future Enlightenment:Comparative Study of Five Foreign Recommendation Technologies

[目的/意义]归纳国外比较流行的图书馆图书推荐技术,比较其优劣及适用范围,以提出我国图书馆个性化推荐技术的未来设计方向。[方法/过程]通过调研,明晰国外图书馆图书推荐技术演进经历的三次变革及每次变革的特征和不足,并对国外五种推荐技术的算法逻辑、推荐程序和优劣进行全方位比较说明,对我国今后图书推荐系统的设计提出建议。[结果/结论]倡导政府要做好监督管理并提供政策保障;软件设计者要做好数据智能化处理以及保护用户隐私信息,树立科学的、人性的算法价值观;用户要提升推荐技术素养,应对当今复杂的推荐技术环境。

[Purpose/significance]The paper summarizes the popular library book recommendation technologies abroad􀆯compares their advantages􀆯disadvantages and the scope of application􀆯so as to give the future design direction of library personalized recommenda⁃tion technology in China.[Method/process]Through investigation􀆯this paper clarifies the three revolutions of book recommendation technology in foreign libraries and the characteristics and shortcomings of each reform􀆯and makes a comprehensive comparison of the al⁃gorithm logic􀆯recommendation procedures􀆯advantages and disadvantages of five foreign recommendation technologies.[Result/conclu⁃sion]It advocates that the government should do a good job in supervision and management and provide policy guarantee;software de⁃signers should do a good job in data intelligent processing and protect user privacy information􀆯and establish scientific and human algo⁃rithm values;users should enhance the recommended technical literacy􀆯deal with today’s complex recommended technical environment.