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Review of BisoNet Abstraction Techniques [chapter]

Fang Zhou, Sébastien Mahler, Hannu Toivonen
2012 Lecture Notes in Computer Science  
In this paper we review different approaches and techniques to abstract a large BisoNet. We classify the approaches into two groups: preferencefree methods and preference-dependent methods.  ...  The goal of BisoNet abstraction is to transform a large BisoNet into a smaller one which is simpler and easier to use, although some information may be lost in the abstraction process.  ...  This work has been supported by the Algorithmic Data Analysis (Algodan) Centre of Excellence of the Academy of Finland and by the European Commission under the 7th Framework Programme FP7-ICT-2007-C FET-Open  ... 
doi:10.1007/978-3-642-31830-6_12 fatcat:rboeuh3ydrafvn54ymxhdhp7pa

Creative Exploration Using Topic Based Bisociative Networks [article]

Faez Ahmed, Mark Fuge
2018 arXiv   pre-print
Using a dataset of thousands of ideas from OpenIDEO, an online collaborative community, our results show usefulness of representing conceptual bridges through collections of words (topics) in finding cross-domain  ...  Specifically, we propose using topic models on a large collection of unstructured text ideas from multiple domains to discover creative sources of inspiration.  ...  Acknowledgements This work was partially funded through a University of Maryland Minta Martin grant, as well as support from the Department of Mechanical Engineering.  ... 
arXiv:1801.10084v1 fatcat:zmwpkmauwza3bjxr7zwmzvdk7e

Creative exploration using topic-based bisociative networks

Faez Ahmed, Mark Fuge
2018 Design Science  
Using a dataset of thousands of ideas from OpenIDEO, an online collaborative community, our results show usefulness of representing conceptual bridges through collections of words (topics) in finding cross-domain  ...  Specifically, we propose using topic models on a large collection of unstructured text ideas from multiple domains to discover creative sources of inspiration.  ...  Acknowledgments This work was partially funded through a University of Maryland Minta Martin grant, as well as support from the Department of Mechanical Engineering.  ... 
doi:10.1017/dsj.2018.5 fatcat:tblvl45w7bewzokmu6pmr466se

From Information Networks to Bisociative Information Networks [chapter]

Tobias Kötter, Michael R. Berthold
2012 Lecture Notes in Computer Science  
This chapter provides an overview of different types of information networks and categorizes them by identifying several key properties of information units and relations which reflect the expressiveness  ...  This kind of network combines the key properties of existing networks in order to provide the foundation for bisociative knowledge discoveries.  ...  Example of a 5-partite BisoNet Vertices in BisoNets represent arbitrary units of information, e.g., a gene, protein, specific molecule, index term, or document, or abstract concepts such as ideas, acts  ... 
doi:10.1007/978-3-642-31830-6_3 fatcat:tqjmyg6pevhcncgfaspvymzaby

Network Compression by Node and Edge Mergers [chapter]

Hannu Toivonen, Fang Zhou, Aleksi Hartikainen, Atte Hinkka
2012 Lecture Notes in Computer Science  
., networks or BisoNets) into smaller ones. The motivation is that large networks of social, biological, or other relations can be complex to handle and visualize.  ...  weight of the superedge.  ...  This work has been supported by the Algorithmic Data Analysis (Algodan) Centre of Excellence of the Academy of Finland (Grant 118653) and by the European Commission under the 7th Framework Programme FP7  ... 
doi:10.1007/978-3-642-31830-6_14 fatcat:3gb7fyjmzrevrkx5tupp2rr6sm

Patterns and Logic for Reasoning with Networks [chapter]

Angelika Kimmig, Esther Galbrun, Hannu Toivonen, Luc De Raedt
2012 Lecture Notes in Computer Science  
Biomine and ProbLog are two frameworks to implement bisociative information networks (BisoNets). They combine structured data representations with probabilities expressing uncertainty.  ...  While Biomine is based on graphs, ProbLog's core language is that of the logic programming language Prolog.  ...  Abstractions can be created using any technique that identifies patterns and thus predicate definitions.  ... 
doi:10.1007/978-3-642-31830-6_9 fatcat:mj3wxr6ldjbmtfieyde4sk4dra

Supporting Creativity: Towards Associative Discovery of New Insights [chapter]

Michael R. Berthold, Fabian Dill, Tobias Kötter, Kilian Thiel
Advances in Knowledge Discovery and Data Mining  
The resulting Bisociative Information Networks (BisoNets) together with explorative navigation methods facilitate the discovery of links across diverse domains.  ...  In addition to such "chains of evidence", they enable the user to go back to the original information repository and investigate the origin of each link, ultimately resulting in the discovery of previously  ...  We would like to thank the members of the European Framework 7 project BISON for many stimulating discussions, which have helped to refine the concept of BisoNets.  ... 
doi:10.1007/978-3-540-68125-0_3 dblp:conf/pakdd/BertholdDKT08 fatcat:54s3i2xk4zapnbxfvv2xkt26du

Creative Exploration Using Topic Based Bisociative Networks

Faez Ahmed, Mark Fuge
2018
Using a dataset of thousands of ideas from OpenIDEO, an online collaborative community, our results show usefulness of representing conceptual bridges through collections of words (topics) in finding cross-domain  ...  Specifically, we propose using topic models on a large collection of unstructured text ideas from multiple domains to discover creative sources of inspiration.  ...  Acknowledgments This work was partially funded through a University of Maryland Minta Martin grant, as well as support from the Department of Mechanical Engineering.  ... 
doi:10.13016/m21834555 fatcat:tahetbi4z5anniriawflzkuniq

Computational Creativity

Rania A. Hodhod, Brian S. Magerko
2014 International Journal of Cognitive Informatics and Natural Intelligence  
Each of the paper submissions was reviewed by at least three programme committee members and additionally by at least one member of the senior programme committee.  ...  We are grateful for the thoughtful and thorough reviews provided by the programme committee (without whose hard work, this conference would not have been possible), and, based on these, we accepted 33  ...  Acknowledgment We would like to thank the members of the EU Bison project for many fruitful discussions during the development of BisoNets.  ... 
doi:10.4018/ijcini.2014040101 fatcat:t75r5mrudzckfm3cjskssgadma

Towards Creative Information Exploration Based on Koestler's Concept of Bisociation [chapter]

Werner Dubitzky, Tobias Kötter, Oliver Schmidt, Michael R. Berthold
2012 Lecture Notes in Computer Science  
Koestler's model of creativity rests on the concept of bisociation.  ...  This article discusses some of the foundational issues of computational creativity and bisociation in the context of creative information exploration.  ...  This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original  ... 
doi:10.1007/978-3-642-31830-6_2 fatcat:ngrisazvgbavleqm5atgul33by

On the Need of SME Organizational Adaption to the International Business Environment: A Competence-Based Perspective

Joerg Freiling, Sven M. Laudien
2011 Social Science Research Network  
Acknowledgement: This article was written with the support of the Internal Grant Agency of the University of Pardubice in relation to solving the research project No. SGFES01/2011.  ...  In addition, we would like to extend our special thanks to the International Conference Small and Medium Sized Enterprises in A Globalized World's organizing committee and reviewers who have given such  ...  Introduction and Review of Literature The way of human thinking is a rather complex issue. Various artificial intelligence techniques have been developed to mimic the way of human thinking.  ... 
doi:10.2139/ssrn.1961936 fatcat:wbwg4avghnhvpi3qactjb7ynhm

Data-driven and machine learning based design creativity

Liuqing Chen, Peter Childs
2020
Bisociation is applied to creative knowledge discovery along with network-based data mining and visualization techniques for exploring useful relationships and patterns between cross-domain concepts.  ...  A framework of reusing creative knowledge in a design creativity system is proposed, in which the functionality and relations of each module are fully illustrated.  ...  Based on the review of views of design by Atwood et al. (2002) , definitions of design commonly focus on designers engaging in some process to produce a solution for people, physical items or more abstract  ... 
doi:10.25560/82639 fatcat:hvfpd3hpajgbjbdwnqludntegi