Experience with Learning Agents which Manage Internet-Based Information
نویسندگان
چکیده
To provide a~istance with t~ml~ such M retrieving USENET news articles or identifying interesting Web pages, an intelligent agent requires information about a user’s interests and needs. Machine learning techniques are now being used to acquire this information. A general architecture is presented, and two approaches to learning through observation are described. An instautiation of the architecture is then evaluated.
منابع مشابه
Experience with Learning Agents which Manage
This paper presents the issues involved in the application of machine learning techniques to the management of Internet-based information. We describe two applications, one dealing with USENET News ltering, the other the identiication of interesting WorldWide Web pages. Alternative mechanisms for extracting features from News articles and Web pages are discussed, as are alternative learning met...
متن کاملPlace of Internet in Health information seeking behavior: Case of young Internet users in Shiraz
Background and Aim: Nowadays, Internet is known as an attractive source of health information to manage individual's health. Given the importance of it, this study examined the role of Internet in health information seeking behavior among young people in Shiraz. Method: This research was a survey which target population were youth Internet users in the city of Shiraz. A sample of 400 we...
متن کاملImproving Agent Performance for Multi-Resource Negotiation Using Learning Automata and Case-Based Reasoning
In electronic commerce markets, agents often should acquire multiple resources to fulfil a high-level task. In order to attain such resources they need to compete with each other. In multi-agent environments, in which competition is involved, negotiation would be an interaction between agents in order to reach an agreement on resource allocation and to be coordinated with each other. In recent ...
متن کاملInformation seeking in inquiry-based learning pedagogy: Proposing a preliminary model
Background and Aim: This study attempts to propose a suggestive model for theorising in the field of Inquiry-Based Information Behaviour (IBiB). Method: To achieve the research aim, Piaget’s Cognitive Development Theory, Dewey’s Constructivist Theory, as well as IBL Pedagogy were analysed. Taking into account the current information behaviour models and theories which are developed based on th...
متن کاملThe Sociological Effects of Internet on Educational Opportunity among Students
This paper tries to examine the effects of Internet on educational opportunity. Internet, as the most useful technology of modern times which helps us not only in our daily lives but also in professional lives. For educational purposes, it is widely used to gather information and to do research or add to the knowledge of various subjects. The theoretical framework considered with some theories...
متن کامل