ERIC Number: EJ1248310
Record Type: Journal
Publication Date: 2020
Pages: 6
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1927-5250
EISSN: N/A
Survey of Intelligent Recommendation of Academic Information in University Libraries Based on Situational Perception Method
Liu, Yan
Journal of Education and Learning, v9 n2 p197-202 2020
Based on the context-aware environment, in this paper, the adaptive interest models are reviewed. And the academic information intelligent recommendation systems of university libraries are presented based on the situational awareness-related theory method, where the current situation and trend of situational awareness-related theory and service of intelligent recommendation systems are investigated. Meanwhile, the potential research directions, basic ideas and methods are also presented. The adaptive model and architecture of the academic information recommendation system are built based on situational awareness, and the collaborative filtering information recommendation algorithm is studied based on spatial-temporal similarity relationship to obtain the interest of scientific and technological scholars. Combining with the adaptive interest model, an academic information demand model is established. On this basis, the prototype system of academic information recommendation is further studied to realize personalized recommendation of academic information based on the situational perception. This paper will provide effective solutions to the digital resources service of university libraries and the academic information recommendation needs of scientific and technological scholars.
Descriptors: Academic Libraries, Library Services, Information Systems, Universities, Information Needs, Electronic Libraries, Information Retrieval
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A