User interest expansion using spreading activation for generating recommendations
作者： Punam Bedi , Richa
DOI: 10.1109/ICACCI.2015.7275703
关键词:
摘要: In this paper, a novel user interest expansion approach for generating recommendations is proposed. The utilizes of as well semantic relatedness between the items along with context to generate recommendations. Ontologies are used represent domain knowledge. Spreading activation technique uses concepts in ontology expand which results generation diverse A prototype system has been designed and developed using various JAVA technologies Restaurant its performance evaluated precision, recall, F1 diversity metrics. Performance proposed Context Aware Recommender Systemwith Expansion (ECARS) compared System (CARS) Content Based (CB)
sci-hub.se 参考文章(21)
Eugenio Di Sciascio, Tommaso Di Noia, Roberto Mirizzi, Vito Claudio Ostuni, Davide Romito, Cinemappy: a context-aware mobile app for movie recommendations boosted by DBpedia SeRSy'12 Proceedings of the 2012 International Conference on Semantic Technologies Meet Recommender Systems & Big Data - Volume 919. pp. 37- 48 ,(2012)
Author K.R.Ananthapadmanaban, S.K. Srivatsa, Personalisation of User Profile: Creating User Profile Ontology for Tamilnadu Tourism International Journal of Computer Applications. ,vol. 23, pp. 42- 47 ,(2011) , 10.5120/2903-3808
Heum Park, Soonho Kwon, Hyuk-Chul Kwon, Ontology-based Approach to Intelligent Ubiquitous Tourist Information System Proceedings of the 4th International Conference on Ubiquitous Information Technologies & Applications. pp. 1- 6 ,(2009) , 10.1109/ICUT.2009.5405697
Punam Bedi, Sumit Kumar Agarwal, Vinita Jindal, Richa, MARST: Multi-Agent Recommender System for e-Tourism Using Reputation Based Collaborative Filtering Databases in Networked Information Systems. pp. 189- 201 ,(2014) , 10.1007/978-3-319-05693-7_12
Robin Burke, Hybrid Recommender Systems: Survey and Experiments User Modeling and User-adapted Interaction. ,vol. 12, pp. 331- 370 ,(2002) , 10.1023/A:1021240730564
José María Álvarez Rodríguez, José Emilio Labra Gayo, Patricia Ordońez De Pablos, ONTOSPREAD: A Framework for Supporting the Activation of Concepts in Graph-Based Structures through the Spreading Activation Technique world summit on the knowledge society. pp. 454- 459 ,(2011) , 10.1007/978-3-642-35879-1_55
Gediminas Adomavicius, Bamshad Mobasher, Francesco Ricci, Alexander Tuzhilin, Context-Aware Recommender Systems Ai Magazine. ,vol. 32, pp. 67- 80 ,(2011) , 10.1609/AIMAG.V32I3.2364
Federica Cena, Silvia Likavec, Francesco Osborne, Propagating user interests in ontology-based user model international conference on artificial intelligence. ,vol. 6934, pp. 299- 311 ,(2011) , 10.1007/978-3-642-23954-0_28
Anind K. Dey, Understanding and Using Context ubiquitous computing. ,vol. 5, pp. 4- 7 ,(2001) , 10.1007/S007790170019
Punam Bedi, Sumit Kumar Agarwal, Samarth Sharma, Harshita Joshi, None, SAPRS: Situation-Aware Proactive Recommender system with explanations advances in computing and communications. pp. 277- 283 ,(2014) , 10.1109/ICACCI.2014.6968321