Personalization Techniques and Recommender Systems

Personalization Techniques and Recommender Systems pdf epub mobi txt 电子书 下载 2025

出版者:World Scientific Publishing Company
作者:Gulden Uchyigit
出品人:
页数:250
译者:
出版时间:2008
价格:$72.00
装帧:Hardcover
isbn号码:9789812797018
丛书系列:
图书标签:
  • 个性化推荐 
  • 数据挖掘 
  • 推荐系统 
  • 机器学习 
  • recommender 
  • 计算机 
  • RecommendationSystem 
  • DataMining 
  •  
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Contents:

==User Modeling and Profiling:

* Personalization-Privacy Tradeoffs in Adaptive Information Access (B Smyth)

* A Deep Evaluation of Two Cognitive User Models for Personalized Search (F Gasparetti & A Micarelli)

* Unobtrusive User Modeling for Adaptive Hypermedia (H J Holz et al.)

* User Modelling Sharing for Adaptive e-Learning and Intelligent Help (K Kabassi et al.)

==Collaborative Filtering:

* Experimental Analysis of Multiattribute Utility Collaborative Filtering on a Synthetic Data Set (N Manouselis & C Costopoulou)

* Efficient Collaborative Filtering in Content-Addressable Spaces (S Berkovsky et al.)

* Identifying and Analyzing User Model Information from Collaborative Filtering Datasets (J Griffith et al.)

==Content-Based Systems, Hybrid Systems and Machine Learning Methods:

* Personalization Strategies and Semantic Reasoning: Working in Tandem in Advanced Recommender Systems (Y Blanco-Fernández et al.)

* Content Classification and Recommendation Techniques for Viewing Electronic Programming Guide on a Portable Device (J Zhu et al.)

* User Acceptance of Knowledge-Based Recommenders (A Felfernig et al.)

* Using Restricted Random Walks for Library Recommendations and Knowledge Space Exploration (M Franke & A Geyer-Schulz)

* An Experimental Study of Feature Selection Methods for Text Classification (G Uchyigit & K Clark)

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