Summary of the paper
| Title | NTUSocialRec: An Evaluation Dataset Constructed from Microblogs for Recommendation Applications in Social Networks |
|---|---|
| Authors | Chieh-Jen Wang, Shuk-Man Cheng, Lung-Hao Lee, Hsin-Hsi Chen, Wen-shen Liu, Pei-Wen Huang and Shih-Peng Lin |
| Abstract | This paper proposes a method to construct an evaluation dataset from microblogs for the development of recommendation systems. We extract the relationships among three main entities in a recommendation event, i.e., who recommends what to whom. User-to-user friend relationships and user-to-resource interesting relationships in social media and resource-to-metadata descriptions in an external ontology are employed. In the experiments, the resources are restricted to visual entertainment media, movies in particular. A sequence of ground truths varying with time is generated. That reflects the dynamic of real world. |
| Topics | Corpus (creation, annotation, etc.), Evaluation methodologies, Tools, systems, applications |
Full paper  |
NTUSocialRec: An Evaluation Dataset Constructed from Microblogs for Recommendation Applications in Social Networks |
| Bibtex | @InProceedings{WANG12.494, author = {Chieh-Jen Wang and Shuk-Man Cheng and Lung-Hao Lee and Hsin-Hsi Chen and Wen-shen Liu and Pei-Wen Huang and Shih-Peng Lin}, title = {NTUSocialRec: An Evaluation Dataset Constructed from Microblogs for Recommendation Applications in Social Networks}, booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)}, year = {2012}, month = {may}, date = {23-25}, address = {Istanbul, Turkey}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, publisher = {European Language Resources Association (ELRA)}, isbn = {978-2-9517408-7-7}, language = {english} } |