Towards Integrity in Diversity-aware Small Set Selection and Visualisation Tasks

Marcin Sydow

2014

Abstract

In this short paper we introduce a novel notion of integrity in diversity-aware selection and visualisation tasks, present motiva- tion for studying this notion and illustrate it on a case study concerning the visualisation of semantic entity summaries. In particular, we propose a novel visual integrity measure for this case study and illustrate it in a preliminary experiment

References

  1. Agrawal, R., Gollapudi, S., Halverson, A., and Ieong, S. (2009). Diversifying search results. In Proceedings of the Second ACM International Conference on Web Search and Data Mining, WSDM 7809, pages 5-14, New York, NY, USA. ACM.
  2. Carbonell, J. and Goldstein, J. (1998). The use of mmr, diversity-based reranking for reordering documents and producing summaries. In Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR 7898, pages 335-336, New York, NY, USA. ACM.
  3. Chen, H. and Karger, D. R. (2006). Less is more: probabilistic models for retrieving fewer relevant documents. In Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR 7806, pages 429-436, New York, NY, USA. ACM.
  4. Clarke, C. L., Kolla, M., Cormack, G. V., Vechtomova, O., Ashkan, A., Bü ttcher, S., and MacKinnon, I. (2008). Novelty and diversity in information retrieval evaluation. In Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR 7808, pages 659-666, New York, NY, USA. ACM.
  5. Gollapudi, S. and Sharma, A. (2009). An axiomatic approach for result diversification. In Proceedings of the 18th international conference on World wide web, WWW 7809, pages 381-390, New York, USA. ACM.
  6. Sydow, M., Pikula, M., and Schenkel, R. (2013). The notion of diversity in graphical entity summarisation on semantic knowledge graphs. Journal of Intelligent Information Systems, 41:109-149.
  7. Vee, E., Srivastava, U., Shanmugasundaram, J., Bhat, P., and Yahia, S. A. (2008). Efficient computation of diverse query results. In Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE 7808, pages 228-236, Washington, DC, USA. IEEE Computer Society.
  8. Xu, D., Cheng, G., and Qu, Y. (2014). Preferences in wikipedia abstracts: Empirical findings and implications for automatic entity summarization. Information Processing and Management, 50(2):284 - 296.
Download


Paper Citation


in Harvard Style

Sydow M. (2014). Towards Integrity in Diversity-aware Small Set Selection and Visualisation Tasks . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2014) ISBN 978-989-758-048-2, pages 480-484. DOI: 10.5220/0005159904800484


in Bibtex Style

@conference{kdir14,
author={Marcin Sydow},
title={Towards Integrity in Diversity-aware Small Set Selection and Visualisation Tasks},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2014)},
year={2014},
pages={480-484},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005159904800484},
isbn={978-989-758-048-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2014)
TI - Towards Integrity in Diversity-aware Small Set Selection and Visualisation Tasks
SN - 978-989-758-048-2
AU - Sydow M.
PY - 2014
SP - 480
EP - 484
DO - 10.5220/0005159904800484