| Title | Knowledge-Based Leisure Time Recommendations in Social Networks |
| Publication Type | Book Chapter |
| Year of Publication | 2017 |
| Authors | Margaris D, Vassilakis C, Georgiadis P. |
| Editor | Hernandez GAlor, Garcia RValencia |
| Book Title | Current Trends on Knowledge-Based Systems |
| Series Title | Intelligent Systems Reference Library |
| Chapter | Knowledge-Based Leisure Time Recommendations in Social Networks |
| Pagination | 23–48 |
| Publisher | Springer International Publishing |
| Keywords | Attribute constraints, collaborative filtering, Knowledge-based Recommender Systems, Semantic Information, Social Networks |
| Abstract | We introduce a novel knowledge-based recommendation algorithm for leisure time information to be used in social networks, which enhances the state-of-the-art in this algorithm category by taking into account (a) qualitative aspects of the recommended places (restaurants, museums, tourist attractions etc.), such as price, service and atmosphere, (b) influencing factors between social network users, (c) the semantic and geographical distance between locations and (d) the semantic categorization of the places to be recommended. The combination of these features leads to more accurate and better user-targeted leisure time recommendations. |
| DOI | 10.1007/978-3-319-51905-0_2 |
