A Scrutable User Modelling Infrastructure for Enabling Life-Long User Modelling
نویسنده
چکیده
User Modelling is the core component for the majority of personalisation systems. By keeping a model for every user, a system can successfully personalise its content and utilise available resources accordingly. While researching the literature, one can recognize the importance of achieving interoperability across various platforms and systems while attempting to personalise a large diversity of web resources. Furthermore, scrutable solutions allow users to control any modelling process that uses their information. Finally, privacy of user data while exchanging user models from one source to another must be taken in mind. With this paper, a Scrutable User Modelling Infrastructure is presented which blends together these user modelling ‘ingredients’ and, by adopting Semantic Web technologies, attempts to model a range of life-long user interactions with a variety of web-based systems from the educational, business and social networking domains.
منابع مشابه
Enriching Lifelong User Modelling with the Social e- Networking and e-Commerce “Pieces of the Puzzle”
Lifelong User Modelling (LUM) is a long-term vision which is a critical element in achieving lifelong personalized learning. One of the key factors for enabling LUM is making the user models scrutable, a feature used for allowing users to inspect and alter the modelling process. A Scrutable User Modelling Infrastructure (SUMI) is proposed in this paper, which attempts to include in the LUM pict...
متن کاملA (multi‘domain’sional) Scrutable User Modelling Infrastructure for Enriching Lifelong User Modelling
A Scrutable User Modelling Infrastructure (SUMI) is proposed in this paper, which focuses on three key Lifelong User Modelling (LUM) requirements: interoperability, scrutability and privacy. SUMI attempts to enrich the LUM vision by examining two unexplored “pieces of the puzzle”: the social e-networking and e-commerce domains. SUMI allows users to gather their various (lifelong) models which t...
متن کاملEvaluating Three Scrutability and Three Privacy User Privileges for a Scrutable User Modelling Infrastructure
This paper describes the evaluation of a Scrutable User Modelling Infrastructure. SUMI is intended to form a service to allow users to share their user models from social e-networking and e-commerce providers to educational systems. The model is scrutable, meaning users can inspect and correct the data that is held about them, and implements privacy policies so that users can control how their ...
متن کاملLight-weight ontologies for scrutable user modelling
................................................................................................................................................ III Acknowledgements ................................................................................................................................ V Publications ..........................................................................................
متن کاملOntologies for Scrutable Student Modelling in Adaptive E-Learning
This paper discusses the problem of inference about core terms in a student model representing a learner’s knowledge, using ontological inference. We try to address the challenge of modelling the student's high level knowledge, based upon user modelling evidence that is associated with fine-grained elements of the model, drawn from the learner’s activity in an online learning system. We also de...
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 2008