A Heuristic Collaborative Filtering Recommendation Algorithm based on Book Personalized Recommendation
نویسندگان
چکیده
منابع مشابه
Personalized Book Recommendation Based on Ontology and Collaborative Filtering Algorithm
Information recommendation service is one of important functions of digital library, aiming at the problem that book recommendation service exists the insufficient requirement mining of service object information in the current university library, personalized book recommendation method based on ontology information and collaborative filtering algorithm (abbreviated as OI-CFA algorithm) is prop...
متن کاملQoS-based Web Service Recommendation using Popular-dependent Collaborative Filtering
Since, most of the organizations present their services electronically, the number of functionally-equivalent web services is increasing as well as the number of users that employ those web services. Consequently, plenty of information is generated by the users and the web services that lead to the users be in trouble in finding their appropriate web services. Therefore, it is required to provi...
متن کاملStudy on Personalized Recommendation Based on Collaborative Filtering
Collaborative filtering is the most successful technology for building personalized recommendation system and is extensively used in many fields. In the paper, a system architecture of personalized recommendation using collaborative filtering based on web log is proposed and data preparation process is detailedly described. The paper also gives an improved k-means algorithm for clustering user ...
متن کاملPersonalized Tag Recommendation Based on Transfer Matrix and Collaborative Filtering
In social tagging systems, users are allowed to label resources with tags, and thus the system builds a personalized tag vocabulary for every user based on their distinct preferences. In order to make the best of the personalized characteristic of users’ tagging behavior, firstly the transfer matrix is used in this paper, and the tag distributions of query resources are mapped to users’ query b...
متن کاملThe Personalized Recommendation Method Based on Improve-Collaborative Filtering Algorithms
Collaborative filtering recommender technology is also known as user-oriented recommendation techniques, is currently the most successful personalized recommendation. This paper describes the collaborative filtering recommendation techniques, collaborative filtering recommendation of three steps, and generation of a neighbor recommended. The traditional collaborative filtering algorithm has bee...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Performability Engineering
سال: 2019
ISSN: 0973-1318
DOI: 10.23940/ijpe.19.11.p12.29362943