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Exploring Large Collections of Ideas in Collaborative Settings through Visualization > Christoph Riedl Steffen Wagner Jan Marco Leimeister Helmut Krcmar
Having finished implementing LastHistory we wanted to find out how well our considerations had worked and if people would actually find it useful. 1. Problem Setting
…
So, there are large data pools… How are ideas currently visualized?
So much for the data space and its attributes. Next, we have to think about who our users are and what they want to do. All lifelogging applications are first of all about  2. User Requirements
Questions, an Idea Visualization should be able to answer (1) How many ideas are in the idea pool?  (2) Who are the most active users?  (3) Which ideas have been most commented?  (4) Which ideas are similar?  (5) Which topics/tags do ideas belong to?  (6) Are there groups of related ideas (which could be combined)?  (7) Are there relationships between ideas (other than tags)?  (8) How have idea submissions/comments developed over time?
Summary of requirements based on expert interviews
3. IdeaViz
4. Initial Validationand Future Work
Would you tell me, please, which  way I ought to go from here? Alice, Alice in Wonderland
Exploring Large Collections of Ideas in Collaborative Settings through Visualization Demo: http://www.ideaontology.org/visualization/demo/visualization.html > Christoph Riedl Steffen Wagner Jan Marco Leimeister Helmut Krcmar riedlc@in.tum.de twitter: @criedl
Image credits: Gallery reception: http://www.flickr.com/photos/bricolage108/319671818/ Dell Idea Storm: http://www.ideastorm.com/ Starbucks Idea: http://mystarbucksidea.force.com/ Salesforce Idea: http://sites.force.com/ideaexchange/ Other logos: http://www.bmw.com/, http://www.sapiens.info/, http://ideas.salesforce.com/ Information Overload: http://www.flickr.com/photos/verbeeldingskr8/3638834128/#/ Notebook scribbles: http://www.flickr.com/photos/cherryboppy/4812211497/ La Cuidad: http://www.flickr.com/photos/37645476@N05/3488148351/ Papers: [1] Chesbrough, H. Open Innovation: The New Imperative for Creating and Profiting from Technology, Harvard Business School Press, Boston, MA, USA, 2006. [2] Munzner, T. “A Nested Process Model for Visualization Design and Validation,” IEEE Transactions on Visualization and Computer Graphics (15:6), 2009, pp. 921-928. [3] Riedl, C.; May, N.; Finzen, J.; Stathel, S.; Kaufman, V. & Krcmar, H. “An Idea Ontology for Innovation Management,” International Journal on Semantic Web and Information Systems (5:4), 2009, pp. 1-18. [4] Tidwell, J. Designing Interfaces: Patterns for Effective Interaction Design, O'Reilly, Sebastopol, CA, USA, 2006. [5] Vessey, I. “Cognitive Fit: A Theory-Based Analysis of the Graphs Versus Tables Literature,” Decision Sciences (22:2), 1991, pp. 219-240. [6] Ware, C. Information Visualization: Perception for Design, Morgan Kaufmann, San Francisco, CA, USA, 2004.

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Wits idea visualization-v0.1

  • 1. Exploring Large Collections of Ideas in Collaborative Settings through Visualization > Christoph Riedl Steffen Wagner Jan Marco Leimeister Helmut Krcmar
  • 2. Having finished implementing LastHistory we wanted to find out how well our considerations had worked and if people would actually find it useful. 1. Problem Setting
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. So, there are large data pools… How are ideas currently visualized?
  • 8.
  • 9.
  • 10.
  • 11. So much for the data space and its attributes. Next, we have to think about who our users are and what they want to do. All lifelogging applications are first of all about 2. User Requirements
  • 12. Questions, an Idea Visualization should be able to answer (1) How many ideas are in the idea pool? (2) Who are the most active users? (3) Which ideas have been most commented? (4) Which ideas are similar? (5) Which topics/tags do ideas belong to? (6) Are there groups of related ideas (which could be combined)? (7) Are there relationships between ideas (other than tags)? (8) How have idea submissions/comments developed over time?
  • 13. Summary of requirements based on expert interviews
  • 15.
  • 16.
  • 17.
  • 18.
  • 20. Would you tell me, please, which way I ought to go from here? Alice, Alice in Wonderland
  • 21. Exploring Large Collections of Ideas in Collaborative Settings through Visualization Demo: http://www.ideaontology.org/visualization/demo/visualization.html > Christoph Riedl Steffen Wagner Jan Marco Leimeister Helmut Krcmar riedlc@in.tum.de twitter: @criedl
  • 22. Image credits: Gallery reception: http://www.flickr.com/photos/bricolage108/319671818/ Dell Idea Storm: http://www.ideastorm.com/ Starbucks Idea: http://mystarbucksidea.force.com/ Salesforce Idea: http://sites.force.com/ideaexchange/ Other logos: http://www.bmw.com/, http://www.sapiens.info/, http://ideas.salesforce.com/ Information Overload: http://www.flickr.com/photos/verbeeldingskr8/3638834128/#/ Notebook scribbles: http://www.flickr.com/photos/cherryboppy/4812211497/ La Cuidad: http://www.flickr.com/photos/37645476@N05/3488148351/ Papers: [1] Chesbrough, H. Open Innovation: The New Imperative for Creating and Profiting from Technology, Harvard Business School Press, Boston, MA, USA, 2006. [2] Munzner, T. “A Nested Process Model for Visualization Design and Validation,” IEEE Transactions on Visualization and Computer Graphics (15:6), 2009, pp. 921-928. [3] Riedl, C.; May, N.; Finzen, J.; Stathel, S.; Kaufman, V. & Krcmar, H. “An Idea Ontology for Innovation Management,” International Journal on Semantic Web and Information Systems (5:4), 2009, pp. 1-18. [4] Tidwell, J. Designing Interfaces: Patterns for Effective Interaction Design, O'Reilly, Sebastopol, CA, USA, 2006. [5] Vessey, I. “Cognitive Fit: A Theory-Based Analysis of the Graphs Versus Tables Literature,” Decision Sciences (22:2), 1991, pp. 219-240. [6] Ware, C. Information Visualization: Perception for Design, Morgan Kaufmann, San Francisco, CA, USA, 2004.

Editor's Notes

  1. Following the open innovation paradigm and using Web 2.0 technologies, large-scale collaboration has been enabledLaunch of online innovation communitiesCommunities create large data pools.
  2. Surprisingly, not very well.
  3. So much for the general problem setting. Next, we have to think about who our users are and what they want to do.This research addresses the research question how large idea pools resulting from collaborative innovation settings can be visualized in order to gain overview and insights into an idea pool, with the ultimate goal of extracting the most promising ideas for subsequent steps of the innovation process.Target group: not community member but rather innovation managers who regularly work with these pools of ideas.
  4. Now I want to present you the visualization that we developed, which we termed “IdeaViz”.The visualization serves two purposes. First, it offers a way to explore large data pools resulting from collaborative idea generation activities. Second, using the insights gained through the visualization new input can be generated to further develop ideas through collaboration. In particular, relationships discovered in the data can be used to combine related ideas which can serve as new input for later collaboration activities.Implemented as a Web-based visualization,using Flex. We used the “IdeaOntology” – a Semantic Web-based data format for data storage. The visualization is also linked into an Innovation Portal.
  5. We did not perform a complete user study with the visualization yet.An initial walk-though of the visualization prototype with the key users confirms that the visualization could indeed be used to answer most of the relevant questions, in particular regarding the identification of related ideas (graph view) and the flexible sorting, filtering, and comparison of ideas (scatter plot). We used a data set of 500 ideas, 50 tags, with 2188 idea-to-tag assignments, and 250 edges (i.e., relationships) This also confirms the scalability of our solution in terms of data set size and complexity. As the visualization is Web-based it could easily be integrated into an online innovation portal.
  6. Future research should explore a formal evaluation of the visualization and further refine the domain requirements in order to enhance features that are most valuable to innovation managers and key users. Future research should also more closely analyze the “task-visualization”-fit to guide potential user to determine which visualization is most useful to answer a specific type of question.
  7. Thank you! You can try the online demo. You may also follow me on twitter and I’m looking forward to an engaging discussion.I will also upload the slides on slideshare.