Business Processes Modeling Recommender Systems: User Expectations and Empirical Evidence
نویسندگان
چکیده
منابع مشابه
Ubiquitous User Modeling in Recommender Systems
The existing personalization services usually base on proprietary and partial user models. This work attempts at evolving inference-based mediation mechanism that will facilitate integrating user models coming from different sources, such as repositories of other service providers and user's personal devices. This will allow obtaining more information about the users and providing more accurate...
متن کاملEmpirical Analysis of the Business Value of Recommender Systems
Online retailers are increasingly using information technologies to provide value added services to customers. Prominent examples of these services are online recommender systems and consumer feedback mechanisms that serve to reduce consumer search costs and uncertainty associated with the purchase of unfamiliar products. The central question we address is the business value of online recommend...
متن کاملUser Friendly Recommender Systems
Recommender systems are a recent but increasingly widely used resource. Yet most, if not all of them suffer from serious deficiencies. Recommender systems often require first time users to enter ratings for a large number of items — a tedious process that often deters users. Thus, this thesis investigated whether useful recommendations could be made without requiring users to explicitly rate it...
متن کاملRequirements Catalog for Business Process Modeling Recommender Systems (Extended Abstract)
The manual construction of business process models is a timeconsuming and error-prone task. To improve the quality of business process models, several modeling support techniques have been suggested spanning from strict auto-completion of a business process model with pre-defined model elements to suggesting closely matching recommendations. While recommendation systems are widely used and auto...
متن کاملAnswer-Set Programming Based Dynamic User Modeling for Recommender Systems
In this paper we propose the introduction of dynamic logic programming – an extension of answer set programming – in recommender systems, as a means for users to specify and update their models, with the purpose of enhancing recommendations.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Complex Systems Informatics and Modeling Quarterly
سال: 2018
ISSN: 2255-9922
DOI: 10.7250/csimq.2018-14.05