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ERIC Number: EJ1137349
Record Type: Journal
Publication Date: 2017
Pages: 10
Abstractor: As Provided
Reference Count: 37
ISBN: N/A
ISSN: EISSN-1436-4522
Exploring Long-Term Behavior Patterns in a Book Recommendation System for Reading
Chien, Tzu-Chao; Chen, Zhi-Hong; Chan, Tak-Wai
Educational Technology & Society, v20 n2 p27-36 2017
This study explored the behavior of students who used a book recommendation system, specifically the My-Bookstore system, over a five semester period. This study addressed two main research questions, the first being related to "the most frequent behaviors and behavioral patterns." The results showed that "visiting" behavior and "book recommendation" behavior were the two most frequent behaviors in the first and last semesters. In addition, there was a tendency for the recommendation behavior to increase over the five semesters, implying that the My-Bookstore system can facilitate the book recommendation behavior. The second research question concerned the influences of "incentive models on the recommendation behavior." The findings demonstrated that the coin reward incentive in the game has a short-term impact on student recommendation behavior. However, those functions that have an internally tightly-coupled relevance to book recommendation (e.g., "choosing recommended books" as a store management incentive, and "checking histories" a social interaction incentive) act to give the My-Bookstore program better long-term effects on the students' book recommendation.
International Forum of Educational Technology & Society. Available from: National Sun Yat-sen University. Department of Information Management, 70, Lien-Hai Rd, Kaohsiung, 80424, Taiwan. Web site: http://www.ifets.info
Publication Type: Journal Articles; Reports - Research
Education Level: Elementary Education; Grade 1; Primary Education; Early Childhood Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Taiwan