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User Modeling: The Long and Winding Road [chapter]

Gerhard Fischer
1999 CISM International Centre for Mechanical Sciences  
User-modeling research has explored different domains, identified important distinctions underlying different approaches within user modeling research, and created a number of challenging research problems  ...  I would like to thank the members of the Center for LifeLong Learning and Design (L 3 D) who have contributed to the ideas and perspectives expressed in this paper.  ...  A special thank you goes to my former students who, in their Ph.D. theses, explored important issues in user modeling as they occur in high-functionality applications, domain-oriented design environments  ... 
doi:10.1007/978-3-7091-2490-1_47 fatcat:jypiuc63v5df5dd3nfgx5m2vda

Intergenerational Climate Change Burden Sharing: An Economics of Climate Stability Research Agenda Proposal

Julia M. Puaschunder
2015 Social Science Research Network  
As a novel angle towards climate justice, this paper proposes to search for a well-balanced climate mitigation and adaptation public policy mix guided by micro-and macroeconomic analysis results, and a  ...  to nudge overlapping generations towards climate justice in the sustainability domain.  ...  Comparisons of climate change risk reduction means on the international level will help derive insights for global governance experts on how to implement climate justice.  ... 
doi:10.2139/ssrn.2740178 fatcat:mirw7tzrqrcrjos2wijiuouyrm

Software for managing complex learning: Examples from an educational psychology course

Daniel L. Schwartz, Sean Brophy, Xiaodong Lin, John D. Bransford
1999 Educational technology research and development  
Instructional approaches that are organized around cases, problems and projects have been used for a number of years in professional schools for training in medicine (  ...  Students, for example, often fail to spontaneously use what they have learned in a new setting despite the fact that it is highly relevant.  ...  To help people understand these options, context-sensitive "Tips" provide the rationale for a particular component of the inquiry model, along with suggestions for using the specific activities included  ... 
doi:10.1007/bf02299464 fatcat:a5xmdpvunbcwnp6qgiij7opmjm

Scaling up analogical innovation with crowds and AI

Aniket Kittur, Lixiu Yu, Tom Hope, Joel Chan, Hila Lifshitz-Assaf, Karni Gilon, Felicia Ng, Robert E. Kraut, Dafna Shahaf
2019 Proceedings of the National Academy of Sciences of the United States of America  
Analogy—the ability to find and apply deep structural patterns across domains—has been fundamental to human innovation in science and technology.  ...  Sackler Colloquium on Creativity and Collaboration: Revisiting Cybernetic Serendipity and National Academy of Sciences (NSF) community for their support and helpful feedback.  ...  those expert domains.  ... 
doi:10.1073/pnas.1807185116 pmid:30718420 pmcid:PMC6369801 fatcat:fz236r5qcnextin36yqm5hgtwa

2 TEACHERS: FROM LECTURERS AND SUBJECT EXPERTS TO COACHES, CURATORS, PRACTITIONERS AND LEARNING DESIGNERS [chapter]

2022 Envisioning the Future of Learning for Creativity, Innovation and Entrepreneurship  
need to be very, very adaptive.  ...  Of course their work and life experience matter and are employed to help steer students' self-determined learning journies by giving them procedural advice and tips on how to approach wicked problems;  ... 
doi:10.1515/9783110752205-006 fatcat:ezdyfgchx5du7endanzj6sinzi

MULTI-AGENT BLACKBOARD ARCHITECTURE FOR SUPPORTING LEGAL DECISION MAKING

Lukasz Szymanski, Bartlomiej Sniezynski, Bipin Indurkhya
2018 Computer Science  
Agents represent experts that may apply various knowledge-processing algorithms and knowledge sources. Experts cooperate with each other using the blackboard to store facts about a current case.  ...  The goal of our system is to find rationales for arguments that support different decisions for a given case by using precedents and statutory knowledge.  ...  Another domain is that of modeling mobility behavior in a smart city.  ... 
doi:10.7494/csci.2018.19.4.3007 fatcat:pxtkyb2sv5hb5meqjr43y246gm

Practicing Connections: A Framework to Guide Instructional Design for Developing Understanding in Complex Domains

Laura Fries, Ji Y. Son, Karen B. Givvin, James W. Stigler
2020 Educational Psychology Review  
developing deep understanding and transferable knowledge in complex academic domains.  ...  Research suggests that expert understanding is characterized by coherent mental representations featuring a high level of connectedness.  ...  In contrast, adaptive experts stand out for their ability to flexibly apply their knowledge in a wide range of contexts, both familiar and novel.  ... 
doi:10.1007/s10648-020-09561-x fatcat:pdobwghdszhjxidmknmtrun66a

MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation

Jurgen Bernard, Nils Wilhelm, Bjorn Kruger, Thorsten May, Tobias Schreck, Jorn Kohlhammer
2013 IEEE Transactions on Visualization and Computer Graphics  
To address this need, we developed MotionExplorer together with domain experts as an exploratory search system based on interactive aggregation and visualization of motion states as a basis for data navigation  ...  We find that this domain can benefit from appropriate visual retrieval and analysis support to handle these tasks in presence of large motion data.  ...  We also thank the 14 non-experts that participated in the laboratory design interviews for their time and feedback.  ... 
doi:10.1109/tvcg.2013.178 pmid:24051792 fatcat:emjtfkzp5fevrlnzxwso3z3ovu

Automatic text classification and property extraction applications in medicine

Anton Kolonin
2015 2015 International Conference on Biomedical Engineering and Computational Technologies (SIBIRCON)  
domain.  ...  The paper describes different cases of combination of statistical, rule-based and pattern-based approaches for text classification, entity extraction and discernment of entity properties applied to medical  ...  This helped to increase precision in case like when "cannula adapter" identifies the item better than "cannula" and "adapter" alone, as they may be used in multiple contexts.  ... 
doi:10.1109/sibircon.2015.7361868 fatcat:sbmlv3k3ijcdtekvgp7haw2a3a

Towards User Modeling Meta-ontology [chapter]

Michael Yudelson, Tatiana Gavrilova, Peter Brusilovsky
2005 Lecture Notes in Computer Science  
Such ontology is beneficial for both the user modeling research community and the students as it creates a shared conceptualization of the known approaches to building user models and their implementations  ...  that may be helpful for visual ontology design. 1.  ...  It will help to convey the state-ofthe-art in UM field and to eliminate the synonymy problem. Finally, we hope to use UMMO as a basis to develop an adaptive educational hypermedia system for UM.  ... 
doi:10.1007/11527886_62 fatcat:q6dyitfc3vh5de4gxf4imyq75a

The Problems of Embeddedness: Knowledge Transfer, Coordination and Reuse in Information Systems

Ruey-Lin Hsiao, Stephen Dun-Hou Tsai, Ching-Fang Lee
2006 Organization Studies  
The problems of knowledge transfer, coordination and reuse are investigated by examining experts' practices and work contexts.  ...  It proposes to examine the key question: how can knowledge management problems and technology adoption difficulties be analysed through experts' practices embedded in their work contexts?  ...  It is necessary for technicians' practices to be adapted to the technical context, for example by searching for problem-solving clues, data-gathering skills, and by using local tools.  ... 
doi:10.1177/0170840606064108 fatcat:eqfzz63hfraqhevcb66k6cc4my

Adaptive Generation of Multilingual Questions and Answers from Web Content

Marta Gatius
2015 2015 26th International Workshop on Database and Expert Systems Applications (DEXA)  
Abstract-This article describes the adaptive generation of questions and answers from web content to assist the user when searching for information.  ...  Twenty-Sixth International Workshop on Database and Expert Systems Applications: DEXA 2015: 1-4 september 2015 Valencia, Spain: proceedings. Valencia: IEEE, 2015. Pp. 304-308.  ...  For example, the value of the attribute Main tips is a list of tips (where each tip is represented by a sentence).  ... 
doi:10.1109/dexa.2015.72 dblp:conf/dexaw/Gatius15 fatcat:isbjkzrw3bbrbglkz7lvr74mom

Practice Guidance for Buprenorphine for the Treatment of Opioid Use Disorders: Results of an Expert Panel Process

Carrie M. Farmer, Dawn Lindsay, Jessica Williams, Amanda Ayers, James Schuster, Alyssa Cilia, Michael T. Flaherty, Todd Mandell, Adam J. Gordon, Bradley D. Stein
2015 Substance Abuse  
Results-Through the rating process, expert panel members rated 90 candidate guideline statements across eight domains, including candidacy for buprenorphine treatment, dosing of buprenorphine, psychosocial  ...  Future efforts should focus on appropriate dosing guidance and ensuring that guidelines can be adapted to a variety of practice settings.  ...  As a result, the TIP 40 guidelines are still the most comprehensive existing guideline for buprenorphine treatment.  ... 
doi:10.1080/08897077.2015.1012613 pmid:25844527 pmcid:PMC4470850 fatcat:pzaga2jj4rcpnnn3g4ijokyo4a

Hammering Models: Designing Usable Modeling Tools [chapter]

Ko-Hsun Huang, Nuno Jardim Nunes, Leonel Nobrega, Larry Constantine, Monchu Chen
2011 Lecture Notes in Computer Science  
A modeling tool not only helps users express their ideas and thoughts but also serves as a communication platform among domain experts, designers, developers, and others practitioners.  ...  A set of core tasks and two significant modeling approaches were identified that directly influence interface and interaction design for modeling tools.  ...  Conclusion We present an iterative process to help improve tools for both domain-experts and software engineers define modeling languages.  ... 
doi:10.1007/978-3-642-23765-2_37 fatcat:gzd5giy4fnhtpcxbuwdydtwqn4

Data Management Planning

Pinar Alper
2020 Zenodo  
Slides for the Data Management Plannning session of the "Research Data Manegement and Stewardship Training" held on 5 October 2020 by ELIXIR-Luxembourg  ...  Rob Hooft, 10 th RDA Plenary 2017 Adapted from "Ten Simple Rules for Creating a Good Data Management Plan". W Michener • What constitutes " data "Use of proprietary formats must be justified.  ...  Estimate time and effort for you to prepare data for preservation. tip Not all data may need to be retained, e.g. re-computable results. ELIXIR Data Stewardship Wizard.  ... 
doi:10.5281/zenodo.4066560 fatcat:rhx3uiwhqfbtpehv2t6iepvmxq
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