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Research Output 1988 2019

2008

Discourse interpretation as model selection - A probabilistic approach

Zukerman, I., 2008, Uncertainty and Intelligent Information Systems. Bouchon-Meunier, B., Marsala, C., Rifqi, M. & Yager, R. R. (eds.). Singapore: World Scientific Publishing, p. 61 - 73 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

8 Citations (Scopus)

Using collaborative models to adaptively predict visitor locations in museums

Bohnert, F., Zukerman, I., Berkovsky, S., Baldwin, T. & Sonenberg, L., 2008, Proceedings of the 5th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2008). Nejdl, W., Kay, J., Pu, P. & Herder, E. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5149. p. 42 - 51 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

39 Citations (Scopus)

Using interest and transition models to predict visitor locations in museums

Bohnert, F., Zukerman, I., Berkovsky, S., Baldwin, T. & Sonenberg, L., 2008, In : AI Communications. 21, 2,3, p. 195 - 202 8 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Using probabilistic feature matching to understand spoken descriptions

Zukerman, I., Makalic, E. & Niemann, M. M., 2008, Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2008). Wobcke, W. & Zhang, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5360. p. 157 - 167 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

A computer-supported methodology for recording and visualising visitor behaviour in museums

Bohnert, F., Houben, G-J. (ed.), Zukerman, I., McCalla, G. (ed.), Pianesi, F. (ed.) & Zancanaro, M. (ed.), 2009, p. 1 - 6. 6 p.

Research output: Contribution to conferenceOtherOther

7 Citations (Scopus)

An empirical study of corpus-based response automation methods for an e-mail-based help-desk domain

Marom, Y. & Zukerman, I., 2009, In : Computational Linguistics. 35, 4, p. 597 - 635 39 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

Assessing the impact of measurement uncertainty on user models in spatial domains

Schmidt, D. F., Zukerman, I. & Albrecht, D. W., 2009, Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2009). Houben, G-J., McCalla, G., Pianesi, F. & Zancanaro, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5535. p. 210 - 222 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interpreting two-utterance requests in a spoken dialogue system

Zukerman, I., Makalic, E. & Niemann, M. M., 2009, Proceedings of the 6th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems. Jonsson, A., Alexandersson, J., Traum, D. & Zukerman, I. (eds.). Pasadena CA USA: AAAI Press, p. 19 - 27 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

19 Citations (Scopus)

Non-intrusive personalisation of the museum experience

Bohnert, F. & Zukerman, I., 2009, Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2009). Houben, G-J., McCalla, G., Pianesi, F. & Zancanaro, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5535. p. 197 - 209 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

15 Citations (Scopus)

Spatial processes for recommender systems

Bohnert, F., Schmidt, D. F. & Zukerman, I., 2009, Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 2009). Boutilier, C. (ed.). Menlo Park CA USA: AAAI Press, Vol. 3. p. 2022 - 2027 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Towards interpreting task-oriented utterance sequences

Ye, P. J. & Zukerman, I., 2009, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 607 - 616 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

3 Citations (Scopus)

Towards probabilistic argumentation

Zukerman, I., 2009, Argumentation in Artificial Intelligence. Rahwan, I. & Simari, G. R. (eds.). New York NY USA: Springer, p. 443 - 462 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

1 Citation (Scopus)

Towards the interpretation of utterance sequences in a dialogue system

Zukerman, I., Ye, P. J., Gupta, K. K. & Makalic, E., 2009, Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of Special Interest Group on Discourse and Dialogue. Healey, P., Pieraccini, R., Byron, D., Young, S. & Purver, M. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 46 - 53 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Using Gaussian spatial processes to model and predict interests in museum exhibits

Bohnert, F., Zukerman, I. & Schmidt, D. F., 2009, Proceedings of the 7th International Workshop on Intelligent Techniques for Web Personalization and Recommender Systems (ITWP 2009). Anand, S. S., Mobasher, B., Kobsa, A. & Jannach, D. (eds.). Aachen Germany: RWTH Aachen University, Vol. 528. p. 13 - 19 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

5 Citations (Scopus)

Using keyword-based approaches to adaptively predict interest in museum exhibits

Bohnert, F. & Zukerman, I., 2009, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 656 - 665 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010
13 Citations (Scopus)

A hierarchical classifier applied to multi-way sentiment detection

Bickerstaffe, A. C. & Zukerman, I., 2010, Proceedings of the 23rd International Conference on Computational Linguistics. Lu, Q. & Zhao, T. (eds.). Beijing China: Tsinghua University Press, Vol. 2. p. 62 - 70 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Arguing with a Bayesian Intelligence

Zukerman, I., 2010, Heuristics, Probability and Causality: A Tribute to Judea Pearl. Dechter, R., Geffner, H. & Halpern, J. Y. (eds.). 1 ed. London UK: College Publications, p. 271 - 292 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

1 Citation (Scopus)

A user-and item-aware weighting scheme for combining predictive user models

Bohnert, F. & Zukerman, I., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 99 - 110 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

24 Citations (Scopus)

Collaborative inference of sentiments from texts

Seroussi, Y., Zukerman, I. & Bohnert, F., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 195 - 206 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Influence of gestural salience on the interpretation of spoken requests

Kowadlo, G., Ye, P. J. & Zukerman, I., 2010, Proceedings of the 11th Annual Conference of the International Speech Communication Association. Kobayashi, T., Hirose, K. & Nakamura, S. (eds.). Adelaide SA Australia: Causal Productions, p. 2034 - 2037 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interpreting pointing gestures and spoken requests - A probabilistic, salience-based approach

Zukerman, I., Kowadlo, G. & Ye, P. J., 2010, Proceedings of the 23rd International Conference on Computational Linguistics: Posters Volume. Lu, Q. & Zhao, T. (eds.). Beijing China: Tsinghua University Press, p. 1558 - 1566 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Personalised pathway prediction

Bohnert, F. & Zukerman, I., 2010, Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. De Bra, P., Kobsa, A. & Chin, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6075. p. 363 - 368 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2011
30 Citations (Scopus)

Authorship attribution with Latent Dirichlet Allocation

Seroussi, Y., Zukerman, I. & Bohnert, F., 2011, Proceedings of the Fifteenth Conference on Computational Natural Language Learning. Goldwater, S. & Manning, C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 181 - 189 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Ghosts from the High Court's past: Evidence from computational linguistics for Dixon ghosting for McTiernan and Rich

Seroussi, Y., Smyth, R. & Zukerman, I., 2011, In : University of New South Wales Law Journal. 34, 3, p. 984 - 1005 22 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

In situ text summarisation for museum visitors

Baldwin, T., Ye, P., Bohnert, F. & Zukerman, I., 2011, Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation. Gao, H. H. & Dong, M. (eds.). Tokyo Japan: Waseda University Press, p. 372 - 381 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Modelling and predicting movements of museum visitors: A simulation framework for assessing the impact of sensor noise on model performance

Bohnert, F., Zukerman, I., Albrecht, D. W. & Baldwin, T., 2011, Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems. Anand, S. S., Jannach, D., Mobasher, B. & Kobsa, A. (eds.). Aachen Germany: CEUR-WS, Vol. 756. p. 49 - 56 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

36 Citations (Scopus)

Personalised rating prediction for new users using latent factor models

Seroussi, Y., Bohnert, F. & Zukerman, I., 2011, Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia. De Bra, P. & Gronbaek, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 47 - 56 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Speaking and pointing - from simulations to the laboratory

Zukerman, I., Mani, A. P., Li, Z. & Jarvis, R. A., 2011, The 7th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems: Proceedings. Alexandersson, J., Jonssen, A., Traum, D. & Zukerman, I. (eds.). Palo Alto CA USA: AAAI Press, p. 64 - 70 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

27 Citations (Scopus)

The automated understanding of simple bar charts

Elzer, S., Carberry, S. & Zukerman, I., 2011, In : Artificial Intelligence. 175, 2, p. 526 - 555 30 p.

Research output: Contribution to journalArticleResearchpeer-review

2012
30 Citations (Scopus)

Authorship attribution with author-aware topic models

Seroussi, Y., Bohnert, F. & Zukerman, I., 2012, 50th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Volume 2: Short Papers. Lin, C-Y. & Osborne, M. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 264 - 269 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Experimental evaluation of lexicon- and corpus-based ensemble for multi-way sentiment analysis

Cao, M. D. & Zukerman, I., 2012, Proceedings of the Australasian Language Technology Association Workshop 2012. Cook, P. & Nowson, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 52 - 60 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

11 Citations (Scopus)

GECKOmmender: Personalised theme and tour recommendations for museums

Bohnert, F., Zukerman, I. & Laures, J., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 7379. p. 26 - 37 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

3 Citations (Scopus)

Realistic simulation of museum visitors' movements as a tool for assessing sensor-based user models

Bohnert, F., Zukerman, I. & Albrecht, D. W., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 14 - 25 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

7 Citations (Scopus)

Studies to determine user requirements regarding in-home monitoring systems

Larizza, M., Zukerman, I., Bohnert, F., Russell, R. A., Busija, L., Albrecht, D. W. & Rees, G., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, Proceedings. Masthoff, J., Mobasher, B., Desmarais, M. C. & Nkambou, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 7379. p. 139-150 12 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2013

A noisy channel approach to error correction in spoken referring expressions

Kim, S. N., Zukerman, I., Kleinbauer, T. & Hosseini Zavareh, S. F., 2013, Sixth International Joint Conference on Natural Language Processing (ICNLP 2013), Proceedings of the Main Conference. Mitkov, R. & Park, J. C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 234 - 242 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Error detection in automatic speech recognition

Hosseini Zavareh, S. F., Zukerman, I., Kim, S. N. & Kleinbauer, T., 2013, Australasian Language Technology Association Workshop 2013 - Proceedings of the Workshop (ALTA). Karimi, S. & Verspoor, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 101 - 105 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Evaluation of the Scusi? Spoken language interpretation system - A case study

Kleinbauer, T., Zukerman, I. & Kim, S. N., 2013, Sixth International Joint Conference on Natural Language Processing (ICNLP 2013), Proceedings of the Main Conference. Mitkov, R. & Park, J. C. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 225 - 233 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Impact of corpus diversity and complexity on NER performance

Shmanina, T., Zukerman, I., Yepes, A. J., Cavedon, L. & Verspoor, K., 2013, Australasian Language Technology Association Workshop 2013 - Proceedings of the Workshop (ALTA). Karimi, S. & Verspoor, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 91 - 95 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

Monitoring personal safety by unobtrusively detecting unusual periods of inactivity

Moshtaghi, M., Zukerman, I., Albrecht, D. W. & Russell, R. A., 2013, User Modeling, Adaptation and Personalization: 21st International Conference (UMAP 2013), Proceedings. Carberry, S., Weibelzahl, S., Micarelli, A. & Semeraro, G. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 139 - 151 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Towards detecting inactivity using an in-home monitoring system

Moshtaghi, M., Zukerman, I., Russell, R. A. & Albrecht, D. W., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA). Cai, W., Zhang, C., He, M. & Zhu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 935 - 940 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2014

A comparative study of weighting schemes for the interpretation of spoken referring expressions

Kim, S. N., Zukerman, I., Kleinbauer, T. & Moshtaghi, M., 2014, Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). Ferraro, G. & Wan, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 50 - 58 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

31 Citations (Scopus)

Authorship attribution with topic models

Seroussi, Y., Zukerman, I. & Bohnert, F., 2014, In : Computational Linguistics. 40, 2, p. 269 - 310 42 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Challenges in information extraction from tables in biomedical research publications: A dataset analysis

Shmanina, T., Cavedon, L. & Zukerman, I., 2014, Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). Ferraro, G. & Wan, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 118 - 122 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

20 Citations (Scopus)

In-home monitoring of older adults with vision impairment: Exploring patients', caregivers' and professionals' views

Larizza, M. F., Zukerman, I., Bohnert, F., Busija, L., Bentley, S. A., Russell, R. A. & Rees, G., 2014, In : Journal of the American Medical Informatics Association : JAMIA. 21, 1, p. 56 - 63 8 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Modeling the tail of a hyperexponential distribution to detect abnormal periods of inactivity in older adults

Moshtaghi, M. & Zukerman, I., 2014, PRICAI 2014: Trends in Artificial Intelligence - 13th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Pham, D-N. & Park, S-B. (eds.). Cham Switzerland: Springer, p. 985 - 997 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
9 Citations (Scopus)

Personalised viewing-time prediction in museums

Bohnert, F. & Zukerman, I., 2014, In : User Modeling and User-Adapted Interaction. 24, 4, p. 263 - 314 52 p.

Research output: Contribution to journalArticleResearchpeer-review

2015

A utility model for tailoring sensor networks to users

Moshtaghi, M. & Zukerman, I., 2015, User Modeling, Adaptation and Personalization: 23rd International Conference (UMAP 2015), Proceedings. Ricci, F., Bontcheva, K., Conlan, O. & Lawless, S. (eds.). Cham Switzerland: Springer, Vol. 9146. p. 156 - 168 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Context-dependent error correction of spoken referring expressions

Zukerman, I., Partovi, A. & Kim, S. N., 2015, Interspeech 2015: Speech Beyond Speech. Moller, S., Ney, H., Mobius, B., Noth, E. & Steidl, S. (eds.). Baixas France: International Speech Communication Association (ISCA), p. 2032 - 2036 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

8 Citations (Scopus)

Employing distance-based semantics to interpret spoken referring expressions

Zukerman, I., Kim, S. N., Kleinbauer, T. & Moshtaghi, M., 2015, In : Computer Speech and Language. 34, 1, p. 154 - 185 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Evaluating classification power of linked admission data sources with text mining

Kocbek, S., Cavedon, L., Martinez, D., Bain, C. A., Mac Manus, C., Haffari, G., Zukerman, I. & Verspoor, K., 2015, Proceedings of the Scientific Stream at Big Data in Health Analytics 2015 (BigData 2015). Barbuto, K., Schaper, L. & Verspoor, K. (eds.). Aachen Germany: Ruzica Piskac, Vol. 1468. p. 1 - 7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review