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Exploratory Search for Learning: Finding the Concept with Minimal Cognitive Load

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Advances in Computer Science and Ubiquitous Computing (CUTE 2017, CSA 2017)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 474))

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Abstract

In this paper, an exploratory search selective query recommendation method is introduced to improve the efficiency of searching. A novel model based on user ability is proposed to minimize the user’s cognitive load, and the experiment results show that this method could achieve a good effect.

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References

  1. Marchinnini, G.: Exploratory search: from finding to understanding. Commun. ACM 49(4), 41–46 (2006)

    Article  Google Scholar 

  2. Kumar, R., Tomkins, A.: A characterization of online browsing behavior. In: Proceedings of the 19th International Conference on World Wide Web, pp. 561–570 (2010)

    Google Scholar 

  3. White, R.W., Roth, R.A.: Exploratory search: beyond the query-response paradigm. Synth. Lect. Inf. Concepts Retr. Serv. 1(1), 1–98 (2009)

    Google Scholar 

  4. Bozzon, A., Brambilla, M., Ceri, S.: Exploratory search framework for web data sources. VLDB J. 22(5), 641–663 (2013)

    Article  Google Scholar 

  5. Chatzopoulou, G., Eirinaki, M., Koshy, S., Mittal, S., Polyzotis, N., Varman, J.S.V.: The QueRIE system for personalized query recommendations. DEBU 34(2), 55–60 (2011)

    Google Scholar 

  6. Blanco, H., Ricci, F., Bridge, D.G.: Recommending personalized query revisions. In: Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, pp. 19–26 (2012)

    Google Scholar 

  7. Sweller, J.: Cognitive load during problem-solving: effects on learning. Cognitive Science 12, 257–285 (1988)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Science and Technology on Information Systems Engineering Laboratory, Nanjing Research Institute of Electronic and Engineering, Nanjing, 210007, China

    Zhuyin Xue, Zhen Hu & Yunhai Jia

Authors
  1. Zhuyin Xue
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  2. Zhen Hu
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  3. Yunhai Jia
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Corresponding author

Correspondence to Zhuyin Xue .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, Seoul University of Science and Technology, Seoul, Korea (Republic of)

    James J. Park

  2. Department of Business Science, University of Salerno, Salerno, Italy

    Vincenzo Loia

  3. Department of Multimedia Engineering, Dongguk University, Seoul, Soul-t’ukpyolsi, Korea (Republic of)

    Gangman Yi

  4. Department of Multimedia Engineering, Dongguk University, Seoul, Soul-t’ukpyolsi, Korea (Republic of)

    Yunsick Sung

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© 2018 Springer Nature Singapore Pte Ltd.

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Xue, Z., Hu, Z., Jia, Y. (2018). Exploratory Search for Learning: Finding the Concept with Minimal Cognitive Load. In: Park, J., Loia, V., Yi, G., Sung, Y. (eds) Advances in Computer Science and Ubiquitous Computing. CUTE CSA 2017 2017. Lecture Notes in Electrical Engineering, vol 474. Springer, Singapore. https://doi.org/10.1007/978-981-10-7605-3_96

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  • DOI: https://doi.org/10.1007/978-981-10-7605-3_96

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-7604-6

  • Online ISBN: 978-981-10-7605-3

  • eBook Packages: EngineeringEngineering (R0)

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