| Presentation | 2005-07-14 OWL Representation of Personal Music Preference Data and The Application to Music Information Recommendation Yuichi Takeuchi, Masaki Aono, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the rapid spread of the Internet, more and more massive dataset is available on-line. However, it is difficult to acquire a valuable piece of information that a person really wants. Information filtering has been one of the techniques that extract important pieces of information for individuals. Among many information filtering techniques, we will focus on the recommender system for an individual by taking music data as an example. In this paper, we will propose a new method for recommending songs by using a personalized data structure with an OWL, Web Ontology Language, that reflects person's preference, and by introducing a similarity measure, which we call "OWL structural similarity", between two OWLs. We also present preliminary experimental results including the comparison between collaborative filtering, Jaccard coefficient-based method, and proposed OWL structural similarity-based method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | OWL / ontology / information recommendation / similarity |
| Paper # | DE2005-66 |
| Date of Issue |
| Conference Information | |
| Committee | DE |
|---|---|
| Conference Date | 2005/7/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Data Engineering (DE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | OWL Representation of Personal Music Preference Data and The Application to Music Information Recommendation |
| Sub Title (in English) | |
| Keyword(1) | OWL |
| Keyword(2) | ontology |
| Keyword(3) | information recommendation |
| Keyword(4) | similarity |
| 1st Author's Name | Yuichi Takeuchi |
| 1st Author's Affiliation | Toyohashi University of Technology() |
| 2nd Author's Name | Masaki Aono |
| 2nd Author's Affiliation | Toyohashi University of Technology |
| Date | 2005-07-14 |
| Paper # | DE2005-66 |
| Volume (vol) | vol.105 |
| Number (no) | 172 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |