By George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain
Multimedia prone are actually generic in a variety of actions within the day-by-day lives of people. comparable software parts comprise prone that let entry to giant depositories of knowledge, electronic libraries, e-learning and e-education, e-government and e-governance, e-commerce and e-auctions, e-entertainment, e-health and e-medicine, and e-legal prone, in addition to their cellular opposite numbers (i.e., m-services). regardless of the great progress of multimedia providers over the hot years, there's an expanding call for for his or her additional improvement. This call for is pushed by means of the ever-increasing hope of society for simple accessibility to info in pleasant, custom-made and adaptive environments.
In this publication handy, we learn fresh Advances in Recommender platforms. Recommender platforms are the most important in multimedia providers, as they target at keeping the carrier clients from information overload. The ebook contains 9 chapters, which current a variety of contemporary study leads to recommender systems.
This examine e-book is directed to professors, researchers, program engineers and scholars of all disciplines who're drawn to studying extra approximately recommender platforms, advancing the corresponding cutting-edge and constructing recommender platforms for particular applications.
Read or Download Multimedia Services in Intelligent Environments: Advances in Recommender Systems PDF
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Extra resources for Multimedia Services in Intelligent Environments: Advances in Recommender Systems
P(filter_01 = true|query_01 = true, condit = true, shock = true) = 1). , P(proactive_query_01 = true|filter_01 = true) = 1). We use a user’s query and retrieved relevant documents to create and update a preference network. If this query or some parts of it have been encountered before, the existing pre-condition nodes representing previously asked queries in the preference network that match the current query will be set as evidence. Each interest concept from the current interest set is added to the preference network as a pre-condition node and set as evidence.
Nguyen and E. Santos Jr. retrieves more relevant documents in the first 15 returned documents than the TFIDF approach for all three collections, as well as more relevant documents on MEDLINE and CRANFIELD in both initial and feedback runs, while being competitive with the Ide dec-hi approach in the feedback runs for the CACM collection. We also demonstrate the use of our user model to dynamically create a common knowledge base from the users’ queries and relevant snippets using the APEX 07 data set.
In: Proceedings of AAAI Workshop on Recommendation Systems. AAAI Press, Madison (1998) 4. : Grouplens: an open architecture for collaborative filtering of netnews. In: Proceedings of Computer Supported Collaborative Work Conference, pp. 175–186. ACM Press, Chapel Hill (1994) 5. : Evaluation of item-based top-n recommendation algorithms. In: CIKM ’01: Proceedings of the Tenth International Conference on Information and Knowledge Management, pp. 247–254. ACM, New York (2001) 6. : Intelligent informationsharing systems.