Discussoo: Towards an intelligent tool for multi-scale participatory modeling

作者: Alexey A. Voinov , Alexey A. Voinov , Salvatore F. Pileggi , Firouzeh Taghikhah , Firouzeh Taghikhah

DOI: 10.1016/J.ENVSOFT.2021.105044

关键词:

摘要: Abstract In participatory modeling (PM), a conceptual model emerges from an exchange of information and opinions among stakeholders. This usually happens in series in-person workshops restricted to certain number attendees during designated time intervals. Our goal is open up the PM workshop process engage unlimited participants at various locations, while supporting them with functionality that context can offer. We develop real-time, moderated steering environment, named Discussoo, facilitate online PM. Users express their about topic by providing comments discussions. As discussion evolves, ensemble artificial intelligence algorithms background automatically produces dynamic visualize on-going opinions. Moderators use this provide feedback users guide discussion. Policymakers managers Discussoo support more transparent meaningful engagement

参考文章(36)
Lei Zhang, Bing Liu, Aspect and Entity Extraction for Opinion Mining Springer, Berlin, Heidelberg. pp. 1- 40 ,(2014) , 10.1007/978-3-642-40837-3_1
Chyi-Kwei Yau, Alan Porter, Nils Newman, Arho Suominen, Clustering scientific documents with topic modeling Scientometrics. ,vol. 100, pp. 767- 786 ,(2014) , 10.1007/S11192-014-1321-8
Krunoslav Zubrinic, Damir Kalpic, Mario Milicevic, Review: The automatic creation of concept maps from documents written using morphologically rich languages Expert Systems With Applications. ,vol. 39, pp. 12709- 12718 ,(2012) , 10.1016/J.ESWA.2012.04.065
Margarida Lucas, Charlotte Gunawardena, António Moreira, Assessing social construction of knowledge online: A critique of the interaction analysis model Computers in Human Behavior. ,vol. 30, pp. 574- 582 ,(2014) , 10.1016/J.CHB.2013.07.050
Xing Wei, W. Bruce Croft, LDA-based document models for ad-hoc retrieval Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '06. pp. 178- 185 ,(2006) , 10.1145/1148170.1148204
Lorenzo A. Rossi, Omprakash Gnawali, Language independent analysis and classification of discussion threads in Coursera MOOC forums information reuse and integration. pp. 654- 661 ,(2014) , 10.1109/IRI.2014.7051952
Yuen-Hsien Tseng, Chun-Yen Chang, Shu-Nu Chang Rundgren, Carl-Johan Rundgren, Mining concept maps from news stories for measuring civic scientific literacy in media Computer Education. ,vol. 55, pp. 165- 177 ,(2010) , 10.1016/J.COMPEDU.2010.01.002
Gregor Kennedy, Carleton Coffrin, Paula de Barba, Linda Corrin, Predicting success: how learners' prior knowledge, skills and activities predict MOOC performance learning analytics and knowledge. pp. 136- 140 ,(2015) , 10.1145/2723576.2723593
Frank H Maier, Andreas Gr��ler, What are we talking about?—A taxonomy of computer simulations to support learning System Dynamics Review. ,vol. 16, pp. 135- 148 ,(2000) , 10.1002/1099-1727(200022)16:2<135::AID-SDR193>3.0.CO;2-P
Silvio O. Funtowicz, Jerome R. Ravetz, Uncertainty, complexity and post-normal science Environmental Toxicology and Chemistry. ,vol. 13, pp. 1881- 1885 ,(1994) , 10.1002/ETC.5620131203