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Original Articles

Balancing the Fluency-Consistency Tradeoff in Collaborative Information Search with a Recommender Approach

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References

  • Albert, D. (1968). Free recall of word sequences as stochastic storage removement. Zeitschrift Für Experimentelle Und Angewandte Psychologie, 15, 564–581.
  • Benedek, M., & Neubauer, A. (2013). Revisiting Mednick’s model on creativity-related differences in associative hierarchies. Evidence for a common path to uncommon thought. The Journal of Creative Behavior, 47(4), 273–289. doi:10.1002/jocb.35
  • Bousfield, W. A., & Sedgewick, C. H. W. (1944). An analysis of restricted associative responses. Journal of General Psychology, 30(2), 149–165. doi:10.1080/00221309.1944.10544467
  • Bousfield, W. A., Sedgewick, C. H. W., & Cohen, B. W. (1954). Certain temporal characteristics of the recall of verbal associates. American Journal of Psychology, 67(1), 111–118. doi:10.2307/1418075
  • Candy, L., & Hewett, T. (2008). Special issue introduction: Investigating and cultivating creativity. International Journal of Human-Computer Interaction, 24(5), 441–443. doi:10.1080/10447310802142060
  • Davelaar, E. J., & Raaijmakers, J. G. W. (2012). Human memory search. In P. M. Todd, T. T. Hills, & T. W. Robbis (Eds.), Cognitive search (pp. 177–194). Cambridge, MA: MIT Press.
  • Dellschaft, K., & Staab, S. (2012). Measuring the influence of tag recommender on he indexing quality in tagging systems. In E. Munson & M. Strohmaier (Eds.), Proceedings of the 23rd ACM conference on hypertext and social media (pp. 73–82). New York, NY: ACM Press. doi:10.1145/2309996.2310009
  • Dorfman, L., Martindale, C., Gassimova, V., & Vartanian, O. (2008). Creativity and speed of information processing: A double dissociation involving elementary versus inhibitory cognitive tasks. Personality and Individual Differences, 44(6), 1382–1390. doi:10.1016/j.paid.2007.12.006
  • Font, F., Serrà, J., & Serra, X. (2015). Analysis of the impact of a tag recommendation system in a real-world folksonomy. ACM Transactions on Intelligent Systems and Technology, 7(1). doi:10.1145/2743026
  • Fu, W.-T., & Dong, W. (2012). Collaborative indexing and knowledge exploration: A social learning model. IEEE Intelligent Systems, 27(1), 39–46. doi:10.1109/MIS.2010.131
  • Fu, W.-T., Kannampallil, T., Kang, R., & He, J. (2010). Semantic imitation in social tagging. ACM Transactions on Computer-Human Interaction, 17(3). doi:10.1145/1806923.1806926
  • Furnas, G. W., Landauer, T. K., Gomez, L. M., & Dumais, S. T. (1987). The vocabulary problem in human-system communication. Communications of the ACM, 30(11), 964–971. doi:10.1145/32206.32212
  • Golder, S. A., & Huberman, B. A. (2006). The structure of collaborative tagging systems. Journal of Information Science, 32(2), 198–208. doi:10.1177/0165551506062337
  • Hintzman, D. L. (1986). “Schema abstraction” in a multiple trace-model. Psychological Review, 93(4), 411–428. doi:10.1037/0033-295X.93.4.411
  • Hintzman, D. L. (1988). Judgments of frequency and recognition memory in a multiple-trace memory model. Psychological Review, 95, 528–551. doi:10.1037/0033-295X.95.4.528
  • Hutchins, E., & Johnson, C. (2009). Modeling the emergence of language as an embodied collective cognitive activity. Trends in Cognitive Science, 1(3), 523–546. doi:10.1111/j.1756-8765.2009.01033.x
  • Janis, I. L. (1972). Victims of groupthink: A psychological study of foreign-policy decisions and fiascoes. Boston, MA: Houghton Mifflin.
  • Jäschke, R., Marinho, L., Hotho, A., Schmidt-Thieme, L., & Stumme, G. (2007). Tag recommendations in folksonomies. In Knowledge discovery in databases: PKDD 2007. Lecture notes in computer science (pp. 506–514). Berlin, Heidelberg: Springer. doi:10.1007/978-3-540-74976-9_52
  • Kaplan, I. T., Carvellas, T., & Metlay, W. (1969). Searching for words in letter sets of varying sizes. Journal of Experimental Psychology, 82(2), 377–380. doi:10.1037/h0028140
  • Kerne, A., Smith, S., Koh, E., Choi, H., & Graeber, R. (2008). An experimental method for measuring the emergence of new ideas in information discovery. International Journal of Human-Computer Interaction, 24(5), 460–477. doi:10.1080/10447310802142243
  • Kerne, A., Webb, A., Smith, S., Linder, R., Lupfer, N., Qu, Y., … Damaraju, S. (2014). Using metrics of curation to evaluate information-based ideation. ACM Transactions on Computer-Human Interaction, 21(3), 14: 1-14:48. doi:10.1145/2591677
  • Kohn, N., Paulus, P., & Choi, Y. (2011). Building on the ideas of others: An examination of the idea combination process. Journal of Experimental Social Psychology, 47, 554–561. doi:10.1016/j.jesp.2011.01.004
  • Kowald, D., Seitlinger, P., Kopeinik, S., Ley, T., Albert, D., & Trattner, C. (2014). Forgetting the words but remembering the meaning: Modeling forgetting in a verbal and semantic tag recommender. In M. Atzmueller, A. Chin, C. Scholz, & C. Trattner (Eds.), Mining, modeling, and recommending things in social media (pp. 75–95). Heidelberg, Germany: Springer Lecture Notes in Artificial Intelligence. doi:10.1007/978-3-319-14723-9_5
  • Kwantes, P. J. (2005). Using context to build semantics. Psychonomic Bulletin & Review, 12(4), 703–710. doi:10.3758/BF03196761
  • Latour, B. (2005). Reassembling the social. An introduction to actor-network theory. Oxford, New York: Oxford University Press.
  • Lazer, D., & Bernstein, E. S. (2012). Problem solving and search in networks. In P. M. Todd, T. T. Hills, & T. W. Robbis (Eds.), Cognitive search (pp. 269–282). Cambridge, MA: MIT Press.
  • Lazer, D., & Friedman, A. (2007). The network structure of exploration and exploitation. Administrative Science Quarterly, 52, 667–694. doi:10.2189/asqu.52.4.667
  • Linder, R., Snodgrass, C., & Kerne, A. (2014). Everyday ideation: Al of my ideas are on interest. In A. Schmidt & T. Grossman (Eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 2411–2420). New York, NY: ACM press. doi:10.1145/2556288.2557273
  • Lorince, J., & Todd, P. (2016). Music tagging and listening: Testing the memory cue hypothesis in a collaborative tagging system. In M. Jones (Ed.), Big data in cognitive science. New York, NY: Psychology Press.
  • Martindale, C. (1995). Creativity and connectionism. In S. Smith, T. Ward, & R. Finke (Eds.), The creative cognition approach (pp. 249–268). Cambridge, MA: MIT Press.
  • Mednick, S. (1962). The associative basis of the creative process. Psychological Review, 69(3), 220–232. doi:10.1037/h0048850
  • Nelson, L., Held, C., Pirolli, P., Hong, L., Schiano, D., & Chi, E. H. (2009). With a little help from my friends: Examining the impact of social annotations in sensemaking tasks. In K. Hinckley, M. Ringel, S. Hudson, & S. Greenberg (Eds.), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1795–1798). New York, NY: ACM press. doi:10.1145/1518701.1518977
  • Nijstad, B., & Stroebe, W. (2006). How the group affects the mind: A cognitive model of idea generation in groups. Personality and Social Psychology Review, 10(3), 186–213. doi:10.1207/s15327957pspr1003_1
  • Page, S. E. (2007). The difference: How the power of diversity creates better groups, firms, schools, and societies. Princeton, NJ: Princeton University Press.
  • Pariser, E. (2011). The filter bubble: What the internet is hiding from you. New York, NY: Penguin Press.
  • Paulus, P., & Brown, V. (2007). Towards more creative and innovative group idea generation: A cognitive-social-motivational perspective of brainstorming. Social and Personality Psychology Compass, 1(1), 248–265. doi:10.1111/j.1751-9004.2007.00006.x
  • Pirolli, P., & Kairam, S. (2012). A knowledge-tracing model of learning from a social tagging system. User Modeling and User-Adapted Interaction, 23(2), 139–168. doi:10.1007/s11257-012-9132-1
  • Polyn, S. M., Norman, K. A., & Kahana, M. J. (2009). A context maintenance and retrieval model of organizational processes in free recall. Psychological Review, 116(1), 129–156. doi:10.1037/a0014420
  • Raaijmakers, J. G. W., & Shiffrin, R. M. (1980). SAM: A theory of probabilistic search of associative memory. In G. H. Bower (Ed.), The psychology of learning and motivation: Advances in research and theory (Vol 14, pp. 207–262). New York, NY: Academic Press.
  • Renner, B., Prilla, M., Cress, U., & Kimmerle, J. (2016). Effects of prompting in reflective learning tools: findings from experimental field, lab, and online studies. Frontiers in Psychology, 7. http://doi.org/10.3389/fpsyg.2016.00820
  • Roepstorff, A., Niewöhner, J., & Beck, S. (2010). Enculturing brains through patterned practices. Neural Networks, 23(8–9), 1051–1059. doi:10.1016/j.neunet.2010.08.002
  • Rohrer, D. (2002). The breadth of memory search. Memory, 10(4), 291–301. doi:10.1080/09658210143000407
  • Sarmiento, J. W., & Stahl, G. (2008). Group creativity in interaction: Collaborative referencing, remembering, and bridging. International Journal of Human-Computer Interaction, 24(5), 492–504. doi:10.1080/10447310802142300
  • Schweiger, S., Oeberst, A., & Cress, U. (2014). Confirmation bias in web-based search: A randomized online study on the effects of expert information and social tags on information search and evaluation. Journal of Medical Internet Research, 16(3), e94. doi:10.2196/jmir.3044
  • Seitlinger, P., & Ley, T. (2012). Implicit imitation in social tagging: Familiarity and semantic reconstruction. In E. H. Chi & K. Höök (eds), Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1631–1640). New York, NY: ACM press. doi:10.1145/2207676.2208287
  • Seitlinger, P., & Ley, T. (2016). Reconceptualizing imitation in social tagging: A reflective search model of human web interaction. In P. Parigi & S. Staab (Eds.), Proceedings of the 8th ACM conference on web science (pp. 146–155). New York, NY: ACM press. doi:10.1145/2908131.2908157
  • Seitlinger, P., Ley, T., & Albert, D. (2013). An implicit-semantic tag recommendation mechanism for socio-cognitive learning systems. In T. Ley, M. Ruohonen, M. Laanpere, & A. Tatnall (Eds.), Proceedings of Open and Social Technologies for networked learning OST’12 (pp. 41–46). Heidelberg, Germany Springer LNCS. doi:10.1007/978-3-642-37285-8_5
  • Seitlinger, P., Ley, T., & Albert, D. (2015). Verbatim and semantic imitation in indexing resources on the Web: A fuzzy-trace account of social tagging. Applied Cognitive Psychology, 29(1), 32–48. doi:10.1002/acp.3067
  • Smith, S. M., Ward, T. B., & Finke, R. A. (1995). The creative cognition approach. Cambridge, MA: MIT Press.
  • Sprenger, A., Dougherty, M., Atkins, S., Franco-Watkins, A., Thomas, R., Lange, N., & Abbs, B. (2011). Implications of cognitive load for hypothesis generation and probability judgment. Frontiers in Psychology, 2. doi:10.3389/fpsyg.2011.00129
  • Sunstein, C. (2001). Echo chambers: Bush v. Gore, Impeachment, and Beyond. Princeton, Oxford: Princeton University Press.
  • Trattner, C., Kowald, D., Seitlinger, P., Kopeinik, S., & Ley, T. (2016). Modeling activation processes in human memory to predict the use of tags in social bookmarking systems. The Journal of Webscience, 2(1), 1–16. doi:10.1561/106.00000004
  • Unsworth, N., & Engle, R. W. (2007). The nature of individual differences in working memory capacity: Active maintenance in primary memory and controlled search from secondary memory. Psychological Review, 114(1), 104–132. doi:10.1037/0033-295X.114.1.104
  • Wagner, C., Singer, P., Strohmaier, M., & Huberman, B. (2014). Semantic stability in social tagging streams. In A. Broder, K. Shim, & T. Suel (Eds.), Proceedings of the 23rd international conference on world wide web (pp. 735–746). New York, NY: ACM Press. doi:10.1145/2566486.2567979
  • Ward, T. B. (2007). Creative cognition as a window on creativity. Methods, 42(1), 28–37. doi:10.1016/j.ymeth.2006.12.002
  • Webster, J., Gibbins, N., Halford, S., & Hracs, B. (2016). Towards a theoretical approach for analyzing music recommender systems as sociotechnical cultural intermediaries. In P. Parigi & S. Staab (Eds.), Proceedings of the 8th ACM Conference on Web Science (pp. 137–145). New York, NY: ACM press. doi:10.1145/2908131.2908148
  • Wixted, J., & Rohrer, D. (1994). Analyzing the dynamics of free recall: An integrative review of the empirical literature. Psychonomic Bulletin & Review, 1(1), 10–89. doi:10.3758/BF03200763