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共 39 条记录，以下是1-10 订阅

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Design of web based dynamic assessment system for solving two sigma problem 16

Design of web based dynamic assessment system for solving tw...

引用

16th international conference on Cognition and Exploratory Learning in Digital Age, CELDA 2019

作者： Tuluk, Arif Sahin, Muhittin Yurdugül, Halil Hacettepe University Turkey Ege University Turkey

ISBN: (纸本)9789898533937

In 1984 Benjamin Bloom stated that one-to-one tutorial support increased students' achievement by two standard deviations (two sigma problem). In the literature for solving two sigma problem (in order to increase student achievement), many systems were developed as intelligent tutoring systems, adaptive hypermedia systems, recommender systems and etc. In addition to this, it can be said that dynamic assessment increases the students' achievement. Because one of the main objectives of the dynamic assessment is to improve the performance of learners by providing instructional aids with assessment tasks. Within the scope of this research, a web-based dynamic assessment system was designed and developed. then, the effectiveness of the system tested with actual users. One group pretest-posttest design was used. A total of 322 secondary school 5th-grade students participated in this study. the findings were discussed in the context of two sigma problems. According to the findings, it can be said that the web-based dynamic assessment system increases student achievement approximately two standard deviations. © 2019 16th international conference on Cognition and Exploratory Learning in Digital Age, CELDA 2019. All rights reserved.

关键词： Students

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A Learner Model for Learning Object based Personalized Learning Environments

A Learner Model for Learning Object Based Personalized Learn...

引用

5th international conference on Metadata and Semantic Research

作者： Kaya, Galip Altun, Arif Hacettepe Univ Ankara Turkey

ISBN: (纸本)9783642247309

A personalized learning experience is possible with the use of learner models in intelligent tutoring systems. adaptive educational hypermedia systems and semantic web based learning environments. Although there are standards to overcome complexities or lack of fulfilling user needs (such as, IEEE or IMS), these models are either too generic or too complex to handle. In addition, there are various alternative learner or user models in the literature. Yet, these models do not address how to model learning object (LO) based instructional systems. therefore, in this paper, an ontology based learner model is proposed for e-learning systems which use instructional learning objects.

关键词： Learner model learning object ontology personalization

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Information market based recommender systems fusion 11

Information market based recommender systems fusion

引用

2nd international Workshop on Information Heterogeneity and Fusion in Recommender systems, HetRec 2011 - Held at the 5th ACM conference on Recommender systems, RecSys 2011

作者： Bothos, Efthimios Christidis, Konstantinos Apostolou, Dimitris Mentzas, Gregoris National Technical University of Athens Athens Greece University of Piraeus Piraeus Greece

ISBN: (纸本)9781450310277

Recommender systems have emerged as a way to tackle the overload of information reected in the increasing volume of information artefacts in the web and elsewhere. Recommender systems analyse existing information on the user activities in order to estimate future preferences. However, in real life situations, different types of information can be found and their interpretation can vary as well. Each recommender system implements a different approach for utilizing the known information and predicting the user preferences. A problem is that of blending the recommendations in an adaptive, intuitive way while performing better than base recommenders. In this work we propose an approach based on information markets for the fusion of recommender systems. Information Markets have unique characteristics that make them suitable building blocks for ensemble recommenders. We evaluate our approach with the Movielens and Netix datasets and discuss the results of our experiments. Copyright © 2011 ACM.

关键词： Recommender systems

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adaptive hypermedia and adaptive web-based systems - 5th international conference, ah 2008, Proceedings

Adaptive Hypermedia and Adaptive Web-Based Systems - 5th Int...

引用

5th international conference on adaptive hypermedia and adaptive web-based systems, ah 2008

ISBN: (纸本)3540709843

the proceedings contain 68 papers. the topics discussed include: adaptive navigation support for open corpus hypermedia systems;altruism, selfishness, and destructiveness on the social web;a rule-based recommender system for online discussion forums;locally adaptive neighborhood selection for collaborative filtering recommendations;adaptive retrieval of semi-structured data;using collaborative models to adaptively predict visitor locations in museums;supporting users in creating pedagogically sound personalised learning objects;supporting interaction preferences and recognition of misconceptions with independent open learner models;an evidence-based approach to handle semantic heterogeneity in interoperable distributed user models;and concept-based document recommendations for CiteSeer authors.

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adaptive link annotation in distributed hypermedia systems: the evaluation of a service-based approach

Adaptive link annotation in distributed hypermedia systems: ...

引用

5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Yudelson, Michael Brusilovsky, Peter Univ Pittsburgh Sch Informat Sci Pittsburgh PA 15232 USA

ISBN: (纸本)9783540709848

A service-based approach to link annotation expands the applicability of adaptive navigation support functionality beyond the limits of traditional adaptive hypermedia systems. With this approach, the decision-making functionality is separated from the application systems and encapsulated in a personalization service. this paper attempts to evaluate the feasibility of using this approach in the real world. After a brief overview of current efforts to develop service-based approaches to adaptive hypermedia, we describe our specific implementation of this approach as personalization architecture and report the results of an extensive performance evaluation of this architecture.

关键词： adaptive navigation support adaptive annotation personalization service distributed architecture

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Merging adaptive hypermedia and Intelligent Tutoring systems using Knowledge Spaces

Merging Adaptive Hypermedia and Intelligent Tutoring Systems...

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5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Nicholas, Amanda Martin, Brent Univ Canterbury Dept Comp Sci & Software Engn Intelligent Comp Tutoring Grp Christchurch 1 New Zealand

ISBN: (纸本)9783540709848

adaptive hypermedia and Intelligent Tutoring systems are both used for computer-based instruction, but their strengths lie in different areas. adaptive hypermedia is better suited to the instruction of concepts, while Intelligent Tutoring systems generally assist in the use of these concepts to solve problems. A general instruction system requires both of these methods of instruction to provide a full learning environment. this paper describes a proposed method of combining adaptive hypermedia and Intelligent Tutoring systems using Knowledge Spaces, a method of mathematically modeling a domain.

关键词： Intelligent Tutoring systems adaptive hypermedia Knowledge Spaces constraint-based modeling

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A SOA-based framework to support user model interoperability

A SOA-Based framework to support user model interoperability

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5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Cena, Federica Furnari, Roberto Univ Turin Dipartimento Informat Corso Svizzera 185 I-10149 Turin Italy

ISBN: (纸本)9783540709848

this paper presents an approach to achieve User Model (UM) interoperability exploiting web Service technologies for syntactic interoperability, and Semantic web languages for semantic interoperability, together with negotiation techniques based on dialogue. We propose a SOA-based framework where a central UDDI registry, enhanced with UM specific capabilities, is used to support and promote the cooperation between UM-based applications.

关键词： Interoperability

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Semweb: A Semantic web browser for supporting the browsing of users using semantic and adaptive links

SemWeB: A Semantic Web browser for supporting the browsing o...

引用

5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Sah, Melike Hall, Wendy De Roure, David C. Univ Southampton Sch Elect & Comp Sci Intelligence Agents & Multimedia Grp Southampton SO9 5NH Hants England

ISBN: (纸本)9783540709848

web browsing is a complex activity and in general, users are not guided during browsing. the aim of this research is to support the browsing of users using semantic and adaptive hyperlinks using Semantic web technologies and personalization methods. In this paper, we propose a novel Semantic web browser (Semweb), which uses a behavior-based and an ontology-driven user modeling architecture. In our approach, semantic links and adaptive hypermedia can be achieved on different websites. In addition, user profiles can be easily updated with semantic metadata coming from the Semantic web browser.

关键词： Semantic web browser Semantic web user modeling ontology personalization

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RSS-based interoperability for user adaptive systems

RSS-based interoperability for user adaptive systems

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5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Wang, Yiwen Cena, Federica Carmagnola, Francesca Cortassa, Omar Gena, Cristina Stash, Natalia Aroyo, Lora Eindhoven Univ Technol Comp Sci NL-5600 MB Eindhoven Netherlands Univ Turin Dept Comp Sci Turin Italy Vrije Univ Amsterdam Dept Comp Sci Amsterdam Netherlands

ISBN: (纸本)9783540709848

this paper presents an approach to exploit widely used tag annotations to address two important issues in user-adaptive systems: the cold-start problem and the integration of distributed user models. the paper provides an example of re-use of user interaction data (tags) generated by one application into another one in similar domains for providing cross-system recommendations.

关键词： Interoperability

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A rule-based recommender system for online discussion forums

A rule-based recommender system for online discussion forums

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5th international conference on adaptive hypermedia and adaptive web-based systems

作者： Abel, Fabian Bittencourt, Ig Ibert Henze, Nicola Krause, Daniel Vassileva, Julita Leibniz Univ Hannover Semant Web Grp 4S D-30167 Hannover Germany Univ Fed Alagoas Inst Comp Sci Maceio AL Brazil Univ Saskatchewan Dept Comp Sci Saskatoon SK S7N 5C9 Canada

ISBN: (纸本)9783540709848

In this paper we present a rule-based personalization framework for encapsulating and combining personalization algorithms known from adaptive hypermedia and recommender systems. We show how this personalization framework can be integrated into existing systems by example of the educational online board Comtella-D, which exploits the framework for recommending relevant discussions to the users. In our evaluations we compare different recommender strategies, investigate usage behavior over time, and show that a small amount of user data is sufficient to generate precise recommendations.

关键词： Recommender systems

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