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Research Output

2020

Knowledge-Driven Intelligent Survey Systems Towards Open Science

Edelstein, E., Pan, J. Z., Soares, R. & Wyner, A., 11 Mar 2020, In : New Generation Computing. 25 p.

Research output: Contribution to journalArticle

Open Access
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1 Downloads (Pure)
2019

A Dynamic and Informative Intelligent Survey System based on Knowledge Graph

Bansky, P., Edelstein, E. C., Pan, J. Z. & Wyner, A., 22 Oct 2019, (Accepted/In press) Joint International Semantic Technology Conference. Springer , 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Framework for Evaluating Snippet Generation for Dataset Search

Wang, X., Chen, J., Li, S., Cheng, G., Pan, J. Z., Kharlamov, E. & Qu, Y., 2 Jul 2019, (Submitted) ArXiv, (arXiv).

Research output: Working paper

A Semi-automated Ontology Construction for Legal Question Answering

Fawei, B. J., Pan, J. Z., Kollingbaum, M. & Wyner, A. Z., 6 Sep 2019, In : New Generation Computing. 37, p. 453-478 15 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
2 Downloads (Pure)

Augmenting Transfer Learning with Semantic Reasoning

Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019). Kraus, S. (ed.). AAAI Press/International Joint Conferences on Artificial Intelligence, p. 1779-1785 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Augmenting Transfer Learning with Semantic Reasoning

Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 31 May 2019, (Submitted) ArXiv, (arXiv).

Research output: Working paper

Knowledge-driven stock trend prediction and explanation via temporal convolutional network

Deng, S., Zhang, N., Zhang, W., Chen, J., Pan, J. Z. & Chen, H., 13 May 2019, Companion Proceedings of the 2019 World Wide Web Conference (WWW ’19 Companion). Liu, L. & White, R. (eds.). New York: Association for Computing Machinery, Inc, p. 678-685 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
4 Downloads (Pure)

Relevance search over schema-rich knowledge graphs

Gu, Y., Li, Z., Zhou, T., Pan, J. Z., Cheng, G. & Qu, Y., 30 Jan 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 114-122 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

基于PMVS算法的大规模数据细粒度并行优化方法

Translated title of the contribution: Fine-Grained Parallel Optimization of Large-Scale Data for PMVS AlgorithmLiu, J., Li, Y., Jiang, Z., Deng, J., Sui, H. & Pan, J., 30 Apr 2019, In : Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University. 4, p. 608-616 9 p.

Research output: Contribution to journalArticle

2018

A Methodology for a Criminal Law and Procedure Ontology for Legal Question Answering

Fawei, B., Pan, J. Z., Kollingbaum, M. & Wyner, A. Z., 26 Nov 2018, Semantic Technology - 8th Joint International Conference, JIST 2018, Proceedings. Ichise, R., Lecue, F., Kawamura, T., Zhao, D., Muggleton, S. & Kozaki, K. (eds.). Springer Verlag, p. 198-214 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11341 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Content based fake news detection using knowledge graphs

Pan, J. Z., Pavlova, S., Li, C., Li, N., Li, Y. & Liu, J., 18 Dec 2018, The Semantic Web – ISWC 2018 - 17th International Semantic Web Conference, 2018, Proceedings. Vrandečić, D. (ed.). Springer Verlag, p. 669-683 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11136 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Deep Learning for Knowledge-Driven Ontology Stream Prediction

Deng, S., Pan, J. Z., Chen, J. & Chen, H., 7 Dec 2018, Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - 3rd China Conference, CCKS 2018, Revised Selected Papers. Springer Verlag, p. 52-64 13 p. (Communications in Computer and Information Science; vol. 957).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed stream consistency checking

Gao, S., Dell’Aglio, D., Pan, J. Z. & Bernstein, A., 2018, Web Engineering: ICWE 2018. Mikkonen, T., Klamma, R. & Hernández, J. (eds.). Cham: Springer Verlag, p. 387-403 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10845).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge-based Transfer Learning Explanation

Chen, J., Lecue, F., Pan, J., Horrocks, I. & Chen, H., 24 Sep 2018, Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference (KR2018). Palo Alto, California: AAAI Press, p. 349-358 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Knowledge Driven Intelligent Survey Systems for Linguists

Soares, R., Edelstein, E. C., Pan, J. Z. & Wyner, A., 2018, Semantic Technology. Ichise, R., Lecue, F., Kawamura, T., Zhao, D., Muggleton, S. & Kozaki, K. (eds.). Springer , p. 3-18 16 p. (Lecture Notes in Computer Science; vol. 11341).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
6 Downloads (Pure)

Learning from Ontology Streams with Semantic Concept Drift

Chen, J., Lécué, F., Pan, J. Z. & Chen, H., 2018, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). AAAI Press / International Joint Conferences on Artificial Intelligence, p. 957-963 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

More is better: Sequential combinations of knowledge graph embedding approaches

Wiharja, K., Pan, J. Z., Kollingbaum, M. & Deng, Y., 14 Nov 2018, Semantic Technology - 8th Joint International Conference, JIST 2018, Proceedings. Springer Verlag, Vol. 11341. p. 19-35 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11341 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicate invention based RDF data compression

Zhu, M., Wu, W., Pan, J. Z., Han, J., Huang, P. & Liu, Q., 14 Nov 2018, Semantic Technology - 8th Joint International Conference, JIST 2018, Proceedings. Ichise, R., Lecue, F., Kawamura, T., Zhao, D., Muggleton, S. & Kozaki, K. (eds.). Springer Verlag, p. 153-161 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11341 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Predicting reasoner performance on ABox intensive OWL 2 EL ontologies

Pan, J. Z., Bobed, C., Guclu, I., Bobillo, F., Kollingbaum, M., Mena, E. & Li, Y. F., 1 Jan 2018, In : International Journal on Semantic Web and Information Systems. 14, 1, p. 1-30 30 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Using Legal Ontologies with Rules for Legal Textual Entailment

Fawei, B., Wyner, A., Pan, J. Z. & Kollingbaum, M., 23 Oct 2018, AI Approaches to the Complexity of Legal Systems. Pagallo, U., Palmirani, M., Casanovas, P., Sartor, G. & Villata, S. (eds.). Cham: Springer , p. 317-324 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10791).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2017

Computing authoring tests from competency questions: Experimental validation

Dennis, M., van Deemter, K., Dell’Aglio, D. & Pan, J. Z., 2017, The Semantic Web – ISWC 2017 - 16th International Semantic Web Conference, Proceedings. d'Amato, C., Fernandez, M., Tamma, V., Lecue, F., Cudré-Mauroux, P., Sequeda, J., Lange, C. & Heflin, J. (eds.). Cham: Springer , p. 243-259 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10587 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Construction of enterprise knowledge graphs (I)

Villazon-Terrazas, B., Garcia-Santa, N., Ren, Y., Srinivas, K., Rodriguez-Muro, M., Alexopoulos, P. & Pan, J. Z., 24 Jan 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J. Z., Vetere, G., Gomez-Perez, J. M. & Wu, H. (eds.). Springer International Publishing AG, p. 87-116 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Construction of enterprise knowledge graphs (II)

Alexopoulos, P., Zhao, Y., Pan, J. Z. & Zhu, M., 24 Jan 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Springer International Publishing AG, p. 117-146 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Enterprise knowledge graph: An introduction

Gomez-Perez, J. M., Pan, J. Z., Vetere, G. & Wu, H., 3 Feb 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J. Z., Vetere, G., Gomez-Perez, J. M. & Wu, H. (eds.). Springer International Publishing AG, p. 1-14 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Citations (Scopus)

Enterprise knowledge graph: Looking into the future

Pan, J. Z., Gomez-Perez, J. M., Vetere, G., Wu, H., Zhao, Y. & Monti, M., 24 Jan 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J. Z., Vetere, G., Gomez-Perez, J. M. & Wu, H. (eds.). Springer International Publishing AG, p. 237-249 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Exploiting linked data and knowledge graphs in large organisations

Pan, J. Z. (ed.), Vetere, G. (ed.), Gomez-Perez, J. M. (ed.) & Wu, H. (ed.), 24 Jan 2017, Springer International Publishing AG. 266 p.

Research output: Book/ReportBook

10 Citations (Scopus)

Forecasting smog-related health hazard based on social media and physical sensor

Chen, J., Chen, H., Wu, Z., Hu, D. & Pan, J. Z., Mar 2017, In : Information Systems Journal. 64, p. 281–291 11 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Knowledge graph foundations

Villazon-Terrazas, B., Garcia-Santa, N., Ren, Y., Faraotti, A., Wu, H., Zhao, Y., Vetere, G. & Pan, J. Z., 3 Feb 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J. Z., Vetere, G., Gomez-Perez, J. M. & Wu, H. (eds.). Springer International Publishing AG, p. 17-55 39 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

On serializable incremental semantic reasoners

Bobed, C., Bobillo, F., Mena, E. & Pan, J. Z., 4 Dec 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. New York: ACM, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Preface: Lecture Notes in Computer Science

Pan, J. Z., Calvanese, D., Eiter, T., Horrocks, I., Kifer, M., Lin, F. & Zhao, Y., 2017, In : Lecture Notes in Computer Science. 9885 LNCS, p. V-VI 2 p.

Research output: Contribution to journalEditorial

Question answering and knowledge graphs

Moschitti, A., Tymoshenko, K., Alexopoulos, P., Walker, A., Nicosia, M., Vetere, G., Faraotti, A., Monti, M., Pan, J. Z., Wu, H. & Zhao, Y., 24 Jan 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J. Z., Vetere, G., Gomez-Perez, J. M. & Wu, H. (eds.). Springer International Publishing AG, p. 181-212 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations (Scopus)

Reduction in colposcopy workload and associated clinical activity following HPV catch-up vaccination programme in Scotland: an ecological study

Cruickshank, M. E., Pan, J., Cotton, S. C., Kavanagh, K., Robertson, C., Cuschieri, K., Cubie, H., Palmer, T. & Pollock, K. G., Aug 2017, In : BJOG-An International Journal of Obstetrics and Gynaecology. 124, 9, p. 1386-1393 8 p.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)
9 Downloads (Pure)

Understanding Author Intentions: Test Driven Knowledge Graph Construction

Pan, J. Z., Matentzoglu, N., Jay, C., Vigo, M. & Zhao, Y., 26 Feb 2017, Reasoning Web: Logical Foundation of Knowledge Graph Construction and Query Answering: 12th International Summer School 2016, Tutorial Lectures. Pan, J. Z., Calvanese, D., Eiter, T., Horrocks, I., Kifer, M., Lin, F. & Zhao, Y. (eds.). Springer-Verlag, Vol. 9885 LNCS. p. 1-26 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9885 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding Knowledge Graphs

Wu, H., Denaux, R., Alexopoulos, P., Ren, Y. & Pan, J. Z., 24 Jan 2017, Exploiting Linked Data and Knowledge Graphs in Large Organisations. Pan, J., Vetere, G., Gomez-Perez, J. & Wu, H. (eds.). Springer International Publishing AG, p. 147-180 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2016

A Combined Approach to Incremental Reasoning for EL Ontologies

Ren, Y., Pan, J. Z., Guclu, I. & Kollingbaum, M., 2016, Web Reasoning and Rule Systems: 10th International Conference, RR 2016, Aberdeen, UK, September 9-11, 2016, Proceedings. Ortiz, M. & Schlobach, S. (eds.). Springer-Verlag, Vol. 9898 LNCS. p. 167-183 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9898 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Answer type identification for question answering: Supervised learning of dependency graph patterns from natural language questions

Walker, A. D., Alexopoulos, P., Starkey, A., Pan, J. Z., Gómez-Pérez, J. M. & Siddharthan, A., 2016, Semantic Technology: 5th Joint International Conference, JIST 2015, Yichang, China, November 11-13, 2015, Revised Selected Papers. Qi, G., Kozaki, K., Pan, J. Z. & Yu, S. (eds.). Springer-Verlag, Vol. 9544. p. 235-251 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9544).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Bootstrapping yahoo! Finance by wikipedia for competitor mining

Ruan, T., Xue, L., Wang, H. & Pan, J. Z., 2016, Semantic Technology: 5th Joint International Conference, JIST 2015, Yichang, China, November 11-13, 2015, Revised Selected Papers. Qi, G., Kozaki, K., Pan, J. Z. & Yu, S. (eds.). Springer-Verlag, p. 108-126 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9544).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

How can reasoner performance of ABox intensive ontologies be predicted?

Guclu, I., Bobed, C., Pan, J. Z., Kollingbaum, M. J. & Li, Y. F., 2016, Semantic Technology: 6th Joint International Conference, JIST 2016, Revised Selected Papers. Li, Y-F., Hu, W., Dong, J. S., Antoniou, G., Wang, Z., Sun, J. & Liu, Y. (eds.). Springer-Verlag, Vol. 10055 LNCS. p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10055 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Meta-level properties for reasoning on dynamic data

Zhao, Y., Vetere, G., Pan, J. Z., Faraotti, A., Monti, M. & Wu, H., 2016, Semantic Technology: 5th Joint International Conference, JIST 2015, Yichang, China, November 11-13, 2015, Revised Selected Papers. Qi, G., Kozaki, K., Pan, J. Z. & Yu, S. (eds.). Springer-Verlag, p. 271-279 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9544).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Passing a USA National Bar Exam: a First Corpus for Experimentation

Wyner, A. Z., Fawei, B. J. & Pan, J. Z., 23 May 2016, LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Goggi, S., Grobelnik, M., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). LREC, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
5 Citations (Scopus)
10 Downloads (Pure)

Predicting Energy Consumption of Ontology Reasoning over Mobile Devices

Guclu, I., Li, Y. F., Pan, J. Z. & Kollingbaum, M. J., 2016, The Semantic Web – ISWC 2016: 5th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part I. Groth, P., Simperl, E., Gray, A., Sabou, M., Krötzsch, M., Lecue, F., Flöck, F. & Gil, Y. (eds.). Springer , p. 289-304 16 p. (Information Systems and Applications, incl. Internet/Web, and HCI; vol. 9981).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Semantic reasoning for smog disaster analysis

Chen, J., Chen, H. & Pan, J. Z., 2016, DL 2016 International Workshop on Description Logics: Proceedings of the 29th International Workshop on Description Logics. Lenzerini, M. & Penaloza, R. (eds.). CEUR-WS, Vol. 1577.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Towards a Meta-Reasoning Framework for Reasoning about Vagueness in OWL Ontologies

Jekjantuk, N., Pan, J. Z. & Alexopoulos, P., 22 Mar 2016, Proceedings - 2016 IEEE 10th International Conference on Semantic Computing, ICSC 2016. Institute of Electrical and Electronics Engineers Inc., p. 222-229 8 p. 7439337

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Tractable approximate deduction for OWL

Pan, J. Z., Ren, Y. & Zhao, Y., Jun 2016, In : Artificial Intelligence. 235, p. 95-155 61 p.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
5 Downloads (Pure)
2015

A Lightweight Treatment of Inexact Dates

Nguyen, H. H., Taylor, S., Webster, G., Jekjantuk, N., Mellish, C., Pan, J. Z., ap Rheinallt, T. & Byrne, K., 2015, Semantic Technology : 4th Joint International Conference, JIST 2014, Chiang Mai, Thailand, November 9-11, 2014. Revised Selected Papers. Supnithi, T., Yamaguchi, T., Pan, J. Z., Wuwongse, V. & Buranarach, M. (eds.). Springer , p. 187-193 7 p. (Lecture Notes in Computer Science ; no. 8943).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A multi-strategy learning approach to competitor identification

Ruan, T., Lin, Y., Wang, H. & Pan, J. Z., 2015, Joint International Semantic Technology Conference: JIST 2014, Semantic Technology. Supnithi, T., Yamaguchi, T., Pan, J., Wuwongse, V. & Buranarach, M. (eds.). Springer-Verlag, Vol. 8943. p. 197-212 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8943).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A power consumption benchmark framework for ontology reasoning on android devices

Valincius, E., Nguyen, H. H. & Pan, J. Z., 2015, CEUR Workshop Proceedings. Dumontier, M., Glimm, B., Gonçalves, R., Horridge, M., Ruiz, E. J., Matentzoglu, N., Parsia, B., Stamou, G. & Stoilos, G. (eds.). CEUR-WS, Vol. 1387. p. 80-86 7 p. (CEUR-WS.org).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
3 Citations (Scopus)

A rule-based framework for creating instance data from OpenStreetMap

Eiter, T., Pan, J. Z., Schneider, P., Šimkus, M. & Xiao, G., 2015, Web Reasoning and Rule Systems - 9th International Conference on Web Reasoning and Rule Systems, RR 2015. Springer-Verlag, Vol. 9209. p. 93-104 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9209).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Consistent Knowledge Discovery from Evolving Ontologies

Lecue, F. & Pan, J. Z., 2015, AAAI'15 Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence. AAAI Press, p. 189-195 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)