Ontological User Profile Modeling for Context-Aware Application Personalization
نویسندگان
چکیده
Existing context-aware adaptation techniques are limited in their support for user personalization. There is relatively less developed research involving adaptive user modeling for user applications in the emerging areas of mobile and pervasive computing. This paper describes the creation of a User Profile Ontology for context-aware application personalization within mobile environments. We analyze users’ behavior and characterize users’ needs for context-aware applications. Special emphasis is placed in the ontological modeling of dynamic components for use in adaptable applications. We illustrate the use of the model in the context of a case study, focusing on providing personalized services to older people via smart-device technologies.
منابع مشابه
Ontological User Profiles as the Context Model in Web Search
One of the key factors for effective personalization of information access is the user context. Our proposed approach for representing the user context involves implicitly building ontological user profiles by assigning interest scores to existing concepts in a domain ontology. A spreading activation algorithm is used to maintain the interest scores based on the user’s ongoing behavior. Our exp...
متن کاملAn Ontological User Modeling Approach Using Wikipedia’s Content for Cross-System Personalization
In this work, we are building a personalization engine for web pages across systems by using Wikipedia’s content as an ontological model. The model captures domain topics of any web page for user modeling purposes. Our system formulates a semantic user profile by analyzing the user’s browsing behavior, assuming that frequent browsing in a topical area implies a user’s interest in that area. We ...
متن کاملReputation in User Profiling for a Context-aware MultiAgent System
This paper aims at advancing one of the key elements in context-aware services that will make feasible the development of advanced applications of personalized agents: user profiles. These applications should be here understood as ones where mobile services, whichever they are, are provided to the final user in a distributed (agent-based) and personalized way. We examine how to provide this per...
متن کاملOntological User Profiles for Personalized Web Search
The goal of Web search personalization is to tailor search results to a particular user based on that user’s interests and preferences, thus allowing for more efficient information access. One of the key factors for effective personalization of information access is the user context. We present an approach to personalized search that involves building models of users context as ontological prof...
متن کاملLearning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search
Every user has a distinct background and a specific goal when searching for information on the Web. The goal of Web search personalization is to tailor search results to a particular user based on that user’s interests and preferences. Effective personalization of information access involves two important challenges: accurately identifying the user context, and organizing the information in suc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012