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Expert Systems With Applications, ISSN 0957-4174, 09/2018, Volume 106, pp. 244 - 251
We present a tag-aware dynamic music recommendation framework that achieves personalized and accurate music recommendations to users. The proposed framework... 
Tag aware | Matrix factorization | Music recommendation | Temporal dynamics | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms
Journal Article
Empirical Software Engineering, ISSN 1382-3256, 04/2018, Volume 23, Issue 2, pp. 800 - 832
Software engineers share experiences with modern technologies using software information sites, such as Stack Overflow. These sites allow developers to label... 
Recommendation systems | Tagging | Software | Software information sites | Software Engineering/Programming and Operating Systems | Programming Languages, Compilers, Interpreters | Computer Science | COMPUTER SCIENCE, SOFTWARE ENGINEERING | SOCIAL TAGS | SEARCH | KNOWLEDGE | NAVIGATION
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 2010, Volume 389, Issue 1, pp. 179 - 186
Personalized recommender systems are confronting great challenges of accuracy, diversification and novelty, especially when the data set is sparse and lacks... 
Personalized recommendation | Infophysics | Diffusion | Folksonomy | Complex networks | PHYSICS, MULTIDISCIPLINARY | Algorithms | Accessories | Data sets | Benchmarking | Graphs | Personalized | Tags | Computer Science - Information Retrieval
Journal Article
Neurocomputing, ISSN 0925-2312, 2012, Volume 76, Issue 1, pp. 61 - 70
More and more content on the Web is generated by users. To organize this information and make it accessible via current search technology, tagging systems have... 
Personalization | Language models | Tag recommendation | Topic models | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
Journal of the Association for Information Science and Technology, ISSN 2330-1635, 04/2017, Volume 68, Issue 4, pp. 830 - 844
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 12/2017, Volume 89, pp. 179 - 187
Due to the overload of contents, the user suffers from difficulty in selecting items. The social cataloging services allow users to consume items and share... 
Social cataloging service | Tag | Emotion | Recommendation | High-Order Singular Value Decomposition (HOSVD) | STATES | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MOOD | SENTIMENT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Electronic Commerce Research and Applications, ISSN 1567-4223, 07/2016, Volume 18, pp. 83 - 94
Journal Article
IEEE Transactions on Human-Machine Systems, ISSN 2168-2291, 08/2016, Volume 46, Issue 4, pp. 615 - 623
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 06/2016, Volume 451, pp. 646 - 656
Internet of Things (IoT) is the next wave of industry revolution that will initiate many services, such as personal health care and green energy monitoring,... 
Service recommendation | Collaborative filtering | Internet of Things | Tripartite graph | Hyper-edge | PHYSICS, MULTIDISCIPLINARY | SYSTEMS | OF-THE-ART | TAG RECOMMENDATIONS | Online services | Analysis | Algorithms | Big data | Performance evaluation | Health care | Recommendations | Internet | Statistical mechanics | Recommender systems | Monitoring
Journal Article
Information Sciences, ISSN 0020-0255, 04/2017, Volume 385-386, pp. 325 - 337
With the development of social networking applications, microblog has turned to be an indispensable online communication network in our daily life. For... 
Microblog recommendation | User-tag weight | Tag retrieval | User–user social relation | User-tag matrix | Tag correlation | FEATURE-SELECTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | CLASSIFICATION | User user social relation | MULTI-LABEL | Computer science | Social networks | Usage | Algorithms | Social aspects
Journal Article
Journal of the Association for Information Science and Technology, ISSN 2330-1635, 01/2016, Volume 67, Issue 1, pp. 83 - 105
Tag recommendation strategies that exploit term co‐occurrence patterns with tags previously assigned to the target object have consistently produced... 
machine learning | experiments | candidate descriptors | COMPUTER SCIENCE, INFORMATION SYSTEMS | MITIGATE | INFORMATION SCIENCE & LIBRARY SCIENCE | Usage | Experimental studies | Computer simulation | Analysis | Machine learning | Cold starts | State of the art | Filtering | Feedback | Strategy | Tags | Recommender systems | Gain
Journal Article
Knowledge and Information Systems, ISSN 0219-1377, 3/2015, Volume 42, Issue 3, pp. 663 - 687
Journal Article
Neurocomputing, ISSN 0925-2312, 11/2018, Volume 314, pp. 479 - 489
Automatically recommending suitable tags for online content is a necessary task for better information organization and retrieval. In this article, we propose... 
Supervised topic modeling | Tag recommendation | Relevant words | Similar words | Generative model | SYSTEM | INFORMATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Yuan (China) | Analysis | Models
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 07/2015, Volume 83, Issue 1, pp. 42 - 50
Cold start problem for new users and new items is a major challenge facing most collaborative filtering systems. Existing methods to collaborative filtering... 
Matrix factorization | Scalability | Recommender systems | Cold start | Tag-keyword | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Decision Support Systems, ISSN 0167-9236, 06/2013, Volume 55, Issue 3, pp. 838 - 850
Recommendation systems have received great attention for their commercial value in today's online business world. However, most recommendation systems... 
Social network | Matrix factorization | Collaborative filtering | Tags | Recommendation system | Item contents | Matrix factorization Tags | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, INFORMATION SYSTEMS | SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Bayesian analysis
Journal Article
Cluster Computing, ISSN 1386-7857, 1/2019, Volume 22, Issue S1, pp. 885 - 894
Journal Article
ACM Transactions on Intelligent Systems and Technology (TIST), ISSN 2157-6904, 04/2016, Volume 7, Issue 3, pp. 1 - 34
The design and evaluation of tag recommendation methods has historically focused on maximizing the relevance of the suggested tags for a given object, such as... 
topic diversity | novelty | Tag recommendation | relevance | Relevance | Topic diversity | Novelty | Algorithms | COMPUTER SCIENCE, INFORMATION SYSTEMS | Experimentation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal of the Association for Information Science and Technology, ISSN 2330-1635, 01/2016, Volume 67, Issue 1, p. 83
Tag recommendation strategies that exploit term co-occurrence patterns with tags previously assigned to the target object have consistently produced... 
Studies | Cold starts | State of the art | Filtration | Feedback | Learning strategies | User feedback | Iterative methods | User behavior | Recommender systems | Tags | Genetic algorithms
Journal Article