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Dynamic Models for Ideas Number Prediction in Brainstorming

Hassan Ait Haddou, Guy Camilleri, Pascale Zarate
2012 2012 45th Hawaii International Conference on System Sciences  
In their work Brown and Paulus developed two dynamic models of brainstorming, a non-cognitive model and a cognitive model.  ...  These models describe for each participant, the evolution of ideas number over time, and are formalized by differential equations.  ...  The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of the paper.  ... 
doi:10.1109/hicss.2012.230 dblp:conf/hicss/HaddouCZ12 fatcat:5vjvjqkozrcnlcljgwav7h6c6e

A conceptual neural model of idea generation

Simona Doboli, Vincent Brown, Ali A. Minai
2009 2009 International Joint Conference on Neural Networks  
In this paper we present a conceptual neural model for generating ideas.  ...  Understanding the neural mechanisms of the idea generation process has implications for research in brainstorming, creativity and innovation.  ...  The model has been very successful in explaining brainstorming experiments [10] , [8] and in predicting factors that would enhance brainstorming productivity.  ... 
doi:10.1109/ijcnn.2009.5178980 dblp:conf/ijcnn/DoboliBM09 fatcat:i434msztv5eapi5nlwcobovqaa

A quantitative analysis of the collective creativity in playing 20-questions games

Wen Dong, Taemie Kim, Alex Pentland
2009 Proceeding of the seventh ACM conference on Creativity and cognition - C&C '09  
Creativity is an important ingredient in problem solving, and problem solving is an important activity for both individuals and societies.  ...  Knowing the structure of the brainstorming ideas, we could be able to estimate the number of questions to be asked by a group from the ideas generated by the group in the brainstorming session: When the  ...  (R 2 ≥ .33, p < .001 for task 1 brainstorming and R 2 ≥ .35, p < .001 for task 2 brainstorming.)  ... 
doi:10.1145/1640233.1640303 dblp:conf/candc/DongKP09 fatcat:niht7mbokzex5gpmtmv2s5gaxq

Simulating Collaboration Processes to Understand and Predict Group Performance

G Kolfschoten, S Lukosch, M Seck
2011 2011 44th Hawaii International Conference on System Sciences  
In this model we simulate the impact of group size. Further, we sketch the research agenda to model and simulate collaboration processes.  ...  We aim to use these models to compare and evaluate collaboration processes as well as to predict the outcome of possible process interventions and corresponding tool adaptations.  ...  Based on a model for the FREEBRAINSTORM thinkLet, we performed simulation experiments to predict the effect of group size on ideation in a collaboration process.  ... 
doi:10.1109/hicss.2011.376 dblp:conf/hicss/KolfschotenLS11 fatcat:4jrdshmstngh5drlrjo2kc2cji

A new dynamical model of brainstorming: Linear, nonlinear, continuous (simultaneous) and impulsive (sequential) cases

Hamit Coskun, Oguz Yilmaz
2009 Journal of Mathematical Psychology  
In this paper, we extended the linear dynamical model of [Brown, V., Paulus, P. B. (1996) . A simple dynamic model of social factors in group brainstorming.  ...  Finally, we considered the nonlinear case of brainstorming in writing or brainwriting where dyads exchanged their ideas in a written format and that eliminated negative factors occurring in oral brainstorming  ...  Of these areas, Brown and Paulus (1996) have for the first time developed modeling brainstorming with dynamic systems.  ... 
doi:10.1016/j.jmp.2009.03.003 fatcat:tthegcmmrbdptffujr5gs4b3vi

Taking a broad perspective before brainstorming

Ajeeta Deuja, Nicholas W. Kohn, Paul B. Paulus, Runa M. Korde
2014 Group Dynamics  
Prior category generation reduced clustering of ideas within categories for groups, which might have led to a decrease in productivity.  ...  Participants were asked to generate abstract categories before they brainstormed either in groups or individually in Experiment 1.  ...  Intelligence for Analysis and collaborative grants from the National Science Foundation (CreativeIT 0855825 and INSPIRE BCS 1247971).  ... 
doi:10.1037/gdn0000008 fatcat:nxy62zzlqfdrtcoz3lbdb2g42i

Lorentz Center Workshop: Dynamics of Complex Fluid-Fluid Interfaces

Claire Elkins, Elodie Aumaitre
2012 Applied Rheology  
The group was charged with brainstorming ideas for such model systems that could be used in the future.  ...  and predicting interfacial structure and dynamics.  ... 
doi:10.1515/arh-2012-0007 fatcat:d2abv57ye5bmpb6msiegz2znby

Seeker or Avoider? User Modeling for Inspiration Deployment in Large-Scale Ideation [article]

Maximilian Mackeprang, Kim Kern, Thomas Hadler, Claudia Müller-Birn
2020 arXiv   pre-print
These insights show that the proposed ideator types are a promising user model for large-scale ideation.  ...  In a first step, we conducted a co-located brainstorming study with 15 participants, which allowed us to differentiate two types of ideators: Inspiration seekers and inspiration avoiders.  ...  To test H 1 we deployed a linear model predicting the number of inspiration requests for ideators in the on-demand condition.  ... 
arXiv:2002.09029v1 fatcat:aa63brpf7rhkdl7pwx2pdyczby

Scalable Online Discussions as Listening Technology

B. Faieta, B. Huberman, P. Verhaeghe
2006 Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06)  
In addition, it is shown, using a simplified dynamic model of the participant interaction, that information overload is avoided even for large groups.  ...  The predictions of the model are compared to results from actual discussions that used the system. .  ...  Thus, this data does corroborate the prediction of the propagation model presented in the previous section.  ... 
doi:10.1109/hicss.2006.427 dblp:conf/hicss/FaietaHV06 fatcat:v7hreygbwrewdagvknvw76gcpy

Proposal for What-If Kiken-Yochi Training (risk prediction training) Patient Safety Education Design: Improve risk assessment of medical students

Yoshitaka Maeda, Medical Simulation Centre, Jichi Medical University, Japan, Yoshikazu Asada, Yoshihiko Suzuki, Hiroshi Kawahira, Center for Information, Jichi Medical University, Japan, Medical Simulation Centre, Jichi Medical University, Japan
2020 Asia Pacific Scholar  
Therefore, in this study, based on Kiken-Yochi Training (KYT) for risk prediction using what-if analysis, we examined how to expand risk prediction among clinically inexperienced medical students.  ...  In this study, we clarify differences in risk assessment tendencies for students between W-KY and S-KY.  ...  The authors alone are responsible for the content and writing of this article.  ... 
doi:10.29060/taps.2020-5-1/oa2152 fatcat:dbt3jswzlffr7kg2gynmu4sdtm

A conceptual foundation of the thinkLet concept for Collaboration Engineering

Gwendolyn L. Kolfschoten, Robert O. Briggs, Gert-Jan de Vreede, Peter H.M. Jacobs, Jaco H. Appelman
2006 International Journal of Human-Computer Studies  
This paper presents an analysis of the thinkLet concept and proposes a conceptual object model of a thinkLet that may inform further developments in Collaboration Engineering.  ...  One of the key concepts in Collaboration Engineering is the thinkLet -a codified facilitation technique that creates a predictable pattern of collaboration.  ...  Acknowledgments The authors gratefully acknowledge Daniel Mittleman and Alexander Verbraeck for their contributions to the new conceptualization of thinkLets.  ... 
doi:10.1016/j.ijhcs.2006.02.002 fatcat:ta2eea3xzrbptfkbfnegcvy7t4

Interaction Model and Respect of Rules to Enhance Collaborative Brainstorming Results

Thierry Gidel, Andrea Tucker, Shigeru Fujita, Claude Moulin, Kenji Sugawara, Takuo Suganuma, Yuki Kaeri, Norio Shiratori
2020 Advances in Science, Technology and Engineering Systems  
In particular, in order to get better results during brainstorming activities participants must respect certain rules when they write their ideas and when they consider notes written by somebody else.  ...  This paper presents a collaborative interaction model (CIAO) and several behaviour rules that could enhance brainstorming results.  ...  Osborn [18] outlined four guidelines for brainstorming: (1) criticism is excluded, (2) freewheeling and wild ideas are encouraged, (3) the greater the number of ideas, the greater the likelihood of useful  ... 
doi:10.25046/aj050262 fatcat:ogzokyacevcv7et7yprmd77q74

Ideation in Industrial Design Context: The importance of group process in brainstorming

Amer Shakir Zainol, Wan Zaiyana Mohd Yusof, Khairul Anwar Mastor, Zuraidah Mohd Sanusi
2016 Asian Journal of Environment-Behaviour Studies  
Brainstorming is a series of procedures (rules) designed to maximize the productivity of groups engaged in idea generation by reducing production loss, popularized by Osborn, an advertising executive.  ...  This study responds 10 a call for further brainstorming research. © 2016 The Authors. Published for AMER ABRA by e-International Publishing House, Ltd., UK..  ...  participating in this study  ... 
doi:10.21834/aje-bs.v1i1.165 fatcat:tv6pymmhv5b7dehexsnmxipwvi

Using Group Brainstorming in Industrial Design Context: Factors Inhibit and Exhibit

Amer Shakir Zainol, Wan Zaiyana Mohd Yusof, Khairul Anwar Mastor, Zuraidah Mohd Sanusi, Norazan Mohamed Ramli
2012 Procedia - Social and Behavioral Sciences  
This study examines two main factors, production loss and ownership of the topic that influence the performance in group brainstorming. 115 groups from 6 different universities have participated in this  ...  Brainstorming is a series of procedures designed to maximize the productivity of groups.  ...  ), Universiti Sains Malaysia (USM), Universiti Malaysia Sarawak (UNIMAS), Universiti Teknologi MARA (UiTM), and Universiti Putra Malaysia (UPM) for participating in this study.  ... 
doi:10.1016/j.sbspro.2012.07.010 fatcat:3dqlahdnybehdn5ez5i6ghtfhy

The Brainstorming Myth

Adrian Furnham
2000 Business Strategy Review  
Research shows unequivocally that brainstorming groups produce fewer and poorer quality ideas than the same number of individuals working alone.  ...  Yet firms continue to use brainstorming as a technique for generating ideas. This continuing use of an ineffective technique is interesting psychologically.  ...  Some have attempted to specify mathematical models of groups brainstorming. Brown and Paulus (1996) attempted a "simple dynamic model" based on three assumptions: 1.  ... 
doi:10.1111/1467-8616.00154 fatcat:tmrvteo7ozepve2y7dlqn6rdpy
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