An Ontological Content-Based Filtering for Book Recommendation
Journal Title: International Journal of the Computer, the Internet and Management - Year 2017, Vol 25, Issue 1
Abstract
In the past, an automatic book recommendation heavily relies on similarity of content and category as same as other product recommendation. From perspective of readers, contents of books are not the only factor in selection, but also readability and explanation style. This work aims to include those concepts in book recommendation by using an ontology to represent book attributes in three aspects including common, content and style detail. Similarity of the details is calculated from distance of the ontological graph to determine the likeliness of the attributes. From experimental results, the proposed system yielded precision, recall and f-measure score of 0.86, 0.97 and 0.91 respectively. Moreover, users showed that the generated recommended books matched to their interest since 88% of the recommended books were further explored.
Authors and Affiliations
Patamaporn Taophan, Phayung Meesad
Keywords
Related Articles
- EP ID EP597476
- DOI -
- Views 226
- Downloads 0
The Proposition of an Online Collaboration Model Using Systems Thinking to Develop Leadership of Agricultural Undergraduate Students
The purpose of this research was to develop an online collaboration model using systems thinking to develop the leadership of agricultural undergraduate students. The research method was divided into two phases: 1) the s...
Behaviors in Using Social Networks and Application on Business Learning Enhancement for the Marketing Students
The research objectives were to study students’ behaviors in using social networks and application on business learning enhancement for the marketing students, Kasetsart University, Kamphaengsaen campus. The samples were...
Managing Enterprise Resources in News Department to Cope with the Changes in Technology of Thailand Digital Television Broadcasting Business
This research focuses on the study of structure of the news department in the digital television broadcasting business under a change of technology, and desirable characteristics of reporters. This research is carried ou...
The Guidelines for the Development of Logistics Learning Organization
Main objectives of the research are (1) to study the level of development as a logistics learning organization; (2) to study the level of factors of development as a logistics learning organization; (3) to study the co...
The Development and Searching the Efficiency of DVD Instruction Media for Fluently Reading with the Concept of Ehri’s 4 Stage
The purpose of this research is to develop and improve the efficiency of the DVD instruction media for the efficien-cy of DVD instruction media for fluently reading with the concept of Ehri’s 4 Stage and compare learning...