Dynamic User Interests

Research output

Research output per year 2016 2016 2018

• 14 Conference contribution
• 3 Article
• 1 Paper

Research output per year

Research output per year

Search results

• 2018

  Collaboratively Tracking Interests for User Clustering in Streams of Short Texts

  Liang, S., Yilmaz, E. & Kanoulas, E., 2018, IEEE Transactions on Knowledge and Data Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sampling 100%
  10 Scopus citations
• 2017

  A Concept Language Model for Ad-Hoc Search.

  Zou, B., Lampos, V., Liang, S., Ren, Z., Yilmaz, E. & Cox, I., 2017, In: WWW '17 Companion Proceedings of the 26th International Conference on World Wide Web Companion. p. 885-886

  Research output: Contribution to journal › Article › peer-review

  • Information retrieval 100%
  2 Scopus citations

• Inferring Dynamic User Interests in Streams of Short Texts for User Clustering

  Liang, S., Ren, Z., Zhao, Y., Ma, J., Yilmaz, E. & de Rijke, M., 2017, In: ACM Transactions on Information Systems. p. 1-37 10.

  Research output: Contribution to journal › Article › peer-review
  21 Scopus citations

• Search costs vs. User satisfaction on mobile

  Verma, M. & Yilmaz, E., 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  1 Scopus citations

• Search Result Diversification in Short Text Streams

  Liang, S., Yilmaz, E., Shen, H., de Rijke, M. & Croft, W. B., 2017, In: ACM Transactions on Information Systems.

  Research output: Contribution to journal › Article › peer-review

  • Diversification 100%
  • Topic Model 75%
  • Gibbs Sampling 35%
  • Dirichlet 32%
  • Dynamic models 32%
  17 Scopus citations

• User behaviour and task characteristics: A field study of daily information behaviour

  He, J. & Yilmaz, E., 2017, CHIIR 2017 - Proceedings of the 2017 Conference Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations
• 2016

  A task-based perspective to information Retrieval

  Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Bayesian performance comparison of text classifiers

  Zhang, D., Wang, J., Yilmaz, E., Wang, X. & Zhou, Y., 2016, SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  4 Scopus citations

• Category oriented task extraction

  Verma, M. & Yilmaz, E., 2016, CHIIR 2016 - Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  3 Scopus citations

• Characterizing relevance on mobile and desktop

  Verma, M. & Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  6 Scopus citations

• Characterizing users' multi-tasking behavior in web search

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016, CHIIR 2016 - Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  9 Scopus citations

• Deconstructing complex search tasks: A Bayesian nonparametric approach for extracting sub-tasks

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016, Deconstructing complex search tasks: A Bayesian nonparametric approach for extracting sub-tasks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  11 Scopus citations

• Dynamic Clustering of Streaming Short Documents.

  Liang, S., Yilmaz, E. & Kanoulas, E., 2016, KDD '16 Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blogs 100%
  • Clustering algorithms 75%
  • Agglomeration 72%
  53 Scopus citations

• Efficient Structured Learning for Personalized Diversification

  Liang, S., Cai, F., Ren, Z. & De Rijke, M., 2016, IEEE Transactions on Knowledge and Data Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations

• Explainable User Clustering in Short Text Streams.

  Zhao, Y., Liang, S., Ren, Z., Ma, J., Yilmaz, E. & de Rijke, M., 2016, SIGIR '16 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sampling 100%
  • Clustering algorithms 64%
  • Set theory 45%
  30 Scopus citations

• On obtaining effort based judgements for information retrieval

  Verma, M., Yilmaz, E. & Craswell, N., 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations

• Query log mining for inferring user tasks and needs

  Mehrotra, R. & Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Uncovering task based behavioral heterogeneities in online search behavior

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016.

  Research output: Contribution to conference › Paper › peer-review
  7 Scopus citations