Peter Dolog

Doctor of Natural Sciences (Dr. rer. nat.) in Computer Science

  • Selma Lagerløfs Vej 300, 2-2-15

    9220 Aalborg Ø

    Denmark

20062018
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Research Output 2006 2018

2018
5 Citations (Scopus)

Automatic Generation of Natural Language Explanations

Da Costa, F. S., Ouyang, S., Dolog, P. & Lawlor, A., 8 Mar 2018, Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, 57

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Recommender systems
Long short-term memory
1 Citation (Scopus)

Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks

Neerbek, J., Assent, I. & Dolog, P., 2018, PAKDD 2018: Advances in Knowledge Discovery and Data Mining. Springer, Vol. 10939. p. 373-385 13 p. (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

16 Downloads (Pure)

Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware Recommendations

Da Costa, F. S. & Dolog, P., 21 May 2018, Proceedings of the Thirtieth-First Florida Artificial Intelligence Research Society Conference. AAAI Publications, p. 456-461 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Factorization
Computer music
Application programs

Improving Explainable Recommendations with Synthetic Reviews

Ouyang, S., Lawlor, A., Costa, F. & Dolog, P., 2018, p. 9, (CoRR).

Research output: Working paperResearch

Invited papers from the ACM conference on hypertext and social media

Bonchi, F., Dolog, P., Helic, D. & Vojtás, P., 2018, In : New Review of Hypermedia and Multimedia. 24, 2, p. 61-62 2 p.

Research output: Contribution to journalEditorialResearch

Neural Explainable Collective Non-negative Matrix Factorization for Recommender Systems

Costa, F. & Dolog, P., 2018, Proceedings of the 14th International Conference on Web Information Systems and Technologies, WEBIST 2018, Seville, Spain, September 18-20, 2018.. Escalona, M. J., Mayo, F. J. D., Majchrzak, T. A. & Monfort, V. (eds.). SCITEPRESS Digital Library, p. 35-45 11 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

Predicting Visitors Using Location-Based Social Networks

Saleem, M. A., Da Costa, F. S., Dolog, P., Karras, P., Pedersen, T. B. & Calders, T., 28 Jun 2018, 19th IEEE International Conference on Mobile Data Management (MDM). IEEE Computer Society Press, Vol. 2018-June. p. 245-250 6 p. (IEEE International Conference on Mobile Data Management (MDM)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Factorization
Recommender systems
Logistics
Marketing
Experiments
2017

28th ACM International Conference on Hypertext and Social Media

Dolog, P., Vojtás, P., Bonchi, F. & Helic, D., 2017, In : S I G W E B Newsletter. 2017, Winter, p. 2:1-2:8 8 p.

Research output: Contribution to journalJournal articleResearch

General chairs' welcome

Dolog, P. & Vojtáš, P., 4 Jul 2017, HT 2017 - Proceedings of the 28th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. iii

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearchpeer-review

Open Access

Proceedings of the 28th ACM Conference on Hypertext and Social Media, HT 2017, Prague, Czech Republic, July 4-7, 2017

Dolog, P. (ed.), Vojtás, P., Bonchi, F. & Helic, D., 2017, Association for Computing Machinery.

Research output: Book/ReportBookResearchpeer-review

Semantic Web
Data structures
Demonstrations
1 Citation (Scopus)

TABOO: Detecting unstructured sensitive information using recursive neural networks

Neerbek, J., Assent, I. & Dolog, P., 16 May 2017, IEEE 33rd International Conference on Data Engineering (ICDE), 2017 . IEEE, p. 1399-1400 2 p. (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Semantics
Neural networks
Syntactics
Demonstrations
Engines
2016
15 Citations (Scopus)

Current Trends in Web Engineering: ICWE 2016 International Workshops, DUI, TELERISE, SoWeMine, and Liquid Web, Lugano, Switzerland, June 6-9, 2016, Revised Selected Papers

Casteleyn, S. (ed.), Dolog, P. (ed.) & Pautasso, C. (ed.), 2016, Springer. (Lecture Notes in Computer Science, Vol. 9881).

Research output: Book/ReportAnthologyResearchpeer-review

Entity grouping for accessing social streams via word clouds

Leginus, M., Derczynski, L. & Dolog, P., 2016, Web Information Systems and Technologies: 11th International Conference, WEBIST 2015, Lisbon, Portugal, May 20–22, 2015, Revised Selected Papers. Springer, p. 3-24 22 p. (Lecture Notes in Business Information Processing, Vol. 246).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (Scopus)

Maximizing the spread of positive influence in signed social networks

Hosseini-Pozveh, M., Zamanifar, K., Naghsh-Nilchi, A. R. & Dolog, P., 2016, In : Intelligent Data Analysis. 20, 1, p. 199-218 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

4 Citations (Scopus)

Personalized generation of word clouds from tweets

Leginus, M., Zhai, C. & Dolog, P., 2016, In : American Society for Information Science and Technology. Journal. 67, 5, p. 1021-1032 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2015
1 Citation (Scopus)

Beomap: Ad Hoc Topic Maps for Enhanced Exploration of Social Media Data

Leginus, M., Zhai, C. & Dolog, P., 1 Jun 2015, Engineering the Web in the Big Data Era: 15th International Conference, ICWE 2015, Rotterdam, The Netherlands, June 23-26, 2015, Proceedings. Cimiano, P., Frasincar, F., Houben, G-J. & Schwabe, D. (eds.). Springer, p. 200-218 19 p. (Lecture Notes in Computer Science; No. 9114).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

1 Citation (Scopus)

Enhanced Information Access to Social Streams Through Word Clouds with Entity Grouping

Leginus, M., Derczynski, L. & Dolog, P., 2015, Proceedings of the 11th International Conference on Web Information Systems and Technologies (WEBIST-2015). Monfort, V., Krempels, K-H., Majchrzak, T. A. & Turk, Z. (eds.). SCITEPRESS Digital Library, p. 183-193 11 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Foreword

Obaidat, M. S., Lorenz, P., Dolog, P. & Sinderen, M. V., 2015, ICE-B 2015 - Proceedings of the 12th International Conference on e-Business, Colmar, Alsace, France, 20-22 July, 2015. Obaidat, M. S., Lorenz, P., Dolog, P. & Van Sinderen, M. (eds.). SCITEPRESS Digital Library, p. IX-X

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearchpeer-review

ICE-B 2015 - Proceedings of the 12th International Conference on e-Business, Colmar, Alsace, France, 20-22 July, 2015

Obaidat, M. S. (ed.), Lorenz, P. (ed.), Dolog, P. (ed.) & Sinderen, M. V. (ed.), 2015, SCITEPRESS Digital Library.

Research output: Book/ReportAnthologyResearchpeer-review

2014

Component-Based, Client-Oriented Web Engineering: Issues, Advancements and Opportunities

Daniel, F., Dolog, P. & Li, Q., 2014, In : Journal of Web Engineering. 13, 3-4, p. 181-182

Research output: Contribution to journalEditorialResearchpeer-review

5 Citations (Scopus)

Design and Management of Web Service Transactions with Forward Recovery

Dolog, P., Schäfer, M. & Nejdl, W., 2014, Advanced Web Services. Bouguettaya, A., Sheng, Q. Z. & Daniel, F. (eds.). Springer VS, p. 3-27 25 p.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Editorial

Daniel, F., Dolog, P. & Li, Q., 1 Jul 2014, In : Journal of Web Engineering. 13, 3/4, p. 181-182 2 p.

Research output: Contribution to journalEditorialResearchpeer-review

4 Citations (Scopus)

Expanding user's query with tag-neighbors for effective medical information retrieval

Durao, F., Bayyapu, K., Xu, G., Dolog, P. & Lage, R. G., Jul 2014, In : Multimedia Tools and Applications. 71, 2, p. 905-929 25 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Terminology
Search engines
Information retrieval
World Wide Web

ICE-B 2014 - Proceedings of the 11th International Conference on e-Business, Vienna, Austria, 28-30 August, 2014

Obaidat, M. S. (ed.), Holzinger, A. (ed.), Sinderen, M. V. (ed.) & Dolog, P. (ed.), 2014, SCITEPRESS Digital Library.

Research output: Book/ReportAnthologyResearchpeer-review

13 Citations (Scopus)

Improving tag-based recommendation with the collaborative value of wiki pages for knowledge sharing

Durao, F. & Dolog, P., Jan 2014, In : Journal of Ambient Intelligence and Humanized Computing. 5, 1, p. 21-38

Research output: Contribution to journalJournal articleResearchpeer-review

3 Citations (Scopus)

The Role of Adaptive Elements in Web-Based Surveillance System User Interfaces

Lage, R., Dolog, P. & Leginus, M., Jul 2014, User Modeling, Adaptation, and Personalization - 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings. Dimitrova, V., Kuflik, T., Chin, D., Ricci, F., Dolog, P. & Houben, G-J. (eds.). Springer VS, Vol. 8538. p. 350-362 13 p. (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

User Modeling, Adaptation, and Personalization - 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings

Dimitrova, V. (ed.), Kuflik, T. (ed.), Chin, D. (ed.), Ricci, F. (ed.), Dolog, P. & Houben, G-J. (ed.), 2014, Springer VS. (Lecture Notes in Computer Science, Vol. 8538).

Research output: Book/ReportAnthologyResearchpeer-review

2 Citations (Scopus)

Vector Space Models for the Classification of Short Messages on Social Network Services

Lage, R. G., Dolog, P. & Leginus, M., 2014, WEB INFORMATION SYSTEMS AND TECHNOLOGIES, WEBIST 2013. Krempels, K. H. & Stocker, A. (eds.). Springer Publishing Company, Vol. 189. p. 209-224 (Lecture Notes in Business Information Processing, Vol. 189).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2013
20 Citations (Scopus)

An efficient approach to suggesting topically related web queries using hidden topic model

Li, L., Xu, G., Dolog, P., Yang, Z., Kitsuregawa, M. & Zhang, Y., 1 May 2013, In : World Wide Web (New York). 16, 3, p. 273-297 25 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Search engines
Websites
World Wide Web
8 Citations (Scopus)

An Integrated Pruning Criterion for Ensemble Learning Based on Classification Accuracy and Diversity

Fu, B., Wang, Z., Pan, R., Xu, G. & Dolog, P., 2013, 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing. Springer Publishing Company, Vol. 172. p. 47-58 12 p. (Advances in Intelligent Systems and Computing, Vol. 172).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

7 Citations (Scopus)

Choosing which message to publish on social networks: A Contextual bandit approach

Lage, R., Denoyer, L., Gallinari, P. & Dolog, P., 1 Aug 2013, Proceedings of ASONAM 2013: International Conference on Advances in Social Networks Analysis and Mining. Rokne, J. G. & Faloutsos, C. (eds.). New York: Association for Computing Machinery, p. 620-627 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Classifying Short Messages on Social Networks using Vector Space Models

Lage, R., Dolog, P. & Leginus, M., 1 May 2013, Proceedings of WEBIST 2013: 9th International Conference on Web Information Systems and Technologies. Krempels, K-H. & Stocker, A. (eds.). SCITEPRESS Digital Library, p. 413-422 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (Scopus)

Graph based techniques for tag cloud generation.

Leginus, M., Dolog, P. & Lage, R. G., May 2013, Proceedings of the 24th ACM Conference on Hypertext and Social Media. New York, NY, USA: Association for Computing Machinery, p. 148-157 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Navigation
33 Citations (Scopus)

How to Exploit Twitter for Public Health Monitoring?

Denecke, K., Kriek, M., Otrusina, L., Smrz, P., Dolog, P., Nejdl, W. & Valasco, E., 2013, In : Methods of Information in Medicine. 52, 4, p. 326-339 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Medical Information Retrieval Enhanced with User’s Query Expanded with Tag-Neighbors

Durao, F., Bayyapu, K. R., Xu, G., Dolog, P. & Lage, R. G., 2013, Handbook of Medical and Healthcare Technologies. Furht, B. & Agarwal, A. (eds.). Springer Publishing Company, p. 17-40

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Tag and word clouds as means of navigation support in social systems

Leginus, M. & Dolog, P., 1 Dec 2013, Current Trends in Web Engineering: ICWE 2013 International Workshops ComposableWeb, QWE, MDWE, DMSSW, EMotions, CSE, SSN, and PhD Symposium, Aalborg, Denmark, July 8-12, 2013. Revised Selected Papers. Sheng, Q. Z. & Kjeldskov, J. (eds.). Springer Science+Business Media, p. 330-334 5 p. (Lecture Notes in Computer Science, Vol. 8295).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Information retrieval
Sorting
Navigation

Tag cloud generation for results of multiple keywords queries

Leginus, M., Dolog, P. & Lage, R. G., 2013, Web Engineering: 13th International Conference, ICWE 2013, Aalborg, Denmark, July 8-12, 2013. Proceedings. Daniel, F., Dolog, P. & Li, Q. (eds.). Springer Publishing Company, Vol. 7977. p. 233-248 15 p. (Lecture Notes in Computer Science, Vol. 7977).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Information retrieval

Web Engineering - 13th International Conference, ICWE 2013, Aalborg, Denmark, July 8-12, 2013. Proceedings

Daniel, F. (ed.), Dolog, P. (ed.) & Li, Q. (ed.), 1 Jul 2013, Springer VS. (Lecture Notes in Computer Science, Vol. 7977).

Research output: Book/ReportBookResearchpeer-review

2012

A Multi-factor Tag-Based Personalized Search

Durao, F., Lage, R. G., Dolog, P. & Coskun, N., 2012, Web Information Systems and Technologies: 7th International Conference, WEBIST 2011, Noordwijkerhout, The Netherlands, May 6-9, 2011, Revised Selected Papers. Filipe, J. & Cordeiro, J. (eds.). Springer Publishing Company, p. 192-206 (Lecture Notes in Business Information Processing, Vol. 101).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

8 Citations (Scopus)

An Improved Contextual Advertising Matching Approach based on Wikipedia Knowledge

Wu, Z., Xu, G., Zhang, Y., Dolog, P. & Lu, C., 2012, In : Computer Journal. 55, 3, p. 277-292 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Doctoral Symposium 2011

Dolog, P. & Haslhofer, B., 2012, In : Lecture Notes in Computer Science. 7059, p. XXIV

Research output: Contribution to journalEditorialResearchpeer-review

2 Citations (Scopus)

Group Division for Recommendation in Tag-based Systems

Pan, R., Xu, G., Dolog, P. & Zong, Y., 1 Nov 2012, Proceedings of The Second International Conference on Cloud and Green Computing (CGC.2012). IEEE Press, p. 399-404 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Improving Recommendations by the Clustering of Tag Neighbours

Pan, R., Xu, G., Fu, B., Dolog, P., Wang, Z. & Leginus, M., 1 Jan 2012, In : Journal of Convergence. 3, 1, p. 13-20

Research output: Contribution to journalJournal articleResearchpeer-review

4 Citations (Scopus)

Improving Recommendations in Tag-based Systems with Spectral Clustering of Tag Neighbors

Pan, R., Xu, G. & Dolog, P., 2012, Computer Science and Convergence: CSA 2011 & WCC 2011 Proceedings. Park, J. J., Chao, H-C., Obaidat, M. S. & Kim, J. (eds.). Springer, p. 355-364 10 p. (Lecture Notes in Electrical Engineering, Vol. 114).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Collaborative filtering
Metadata
Clustering algorithms
Experiments
10 Citations (Scopus)

Improving Tensor Based Recommenders with Clustering

Leginus, M., Dolog, P. & Zemaitis, V., 2012, User Modeling, Adaptation, and Personalization: 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings. Berlin: Springer, Vol. 7379. p. 151-163 10 p. (Lecture Notes in Computer Science, Vol. 7379).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Factorization
Tensors
Decomposition
Data storage equipment
11 Citations (Scopus)

KNN-based Clustering for Improving Social Recommender Systems

Pan, R., Dolog, P. & Xu, G., 1 Jun 2012, Agents and Data Mining Interaction: 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers. Springer, p. 113-123 11 p. (Lecture Notes in Computer Science, Vol. 7607).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

5 Citations (Scopus)

Learning tree structure of label dependency for multi-label learning

Fu, B., Wang, Z., Pan, R., Xu, G. & Dolog, P., 2012, Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. Tan, P-N., Chawla, S., Kuan Ho, C. & Bailey, J. (eds.). Springer, p. 159-170 12 p. (Lecture Notes in Computer Science, Vol. 7301).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

10 Citations (Scopus)

Making use of social media data in public health

Denecke, K., Dolog, P. & Smrz, P., 2012, Proceedings of the 21st international conference companion on World Wide Web. Association for Computing Machinery, p. 243-246 4 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

496 Downloads (Pure)

M-Eco enhanced Adaptation Service (D5.2)

Dolog, P., Durao, F., Lage, R. G., Leginus, M. & Pan, R., 2012, 68 p.

Research output: Book/ReportReportResearch

Open Access
File
Web services
Navigation
Tuning