Peter Dolog

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

  • Selma Lagerløfs Vej 300, 2-2-15

    9220 Aalborg Ø

    Danmark

20062019
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Publikationer 2006 2019

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2019

Analyzing trajectories using a path-based API

Waury, R., Dolog, P., Jensen, C. S. & Torp, K., 19 aug. 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, s. 198-201 4 s. (ACM International Conference Proceeding Series).

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Application programming interfaces (API)
Trajectories
Data privacy
Travel time
Fuel consumption
2018
6 Citationer (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

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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, Bind 10939. s. 373-385 13 s. (Lecture Notes in Computer Science).

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3 Citationer (Scopus)
16 Downloads (Pure)

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

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

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Åben adgang
Fil
Factorization
Computer music
Application programs

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. (red.). SCITEPRESS Digital Library, s. 35-45 11 s.

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3 Citationer (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, Bind 2018-June. s. 245-250 6 s. (IEEE International Conference on Mobile Data Management (MDM)).

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Factorization
Recommender systems
Logistics
Marketing
Experiments
2017
1 Citation (Scopus)

TABOO: Detecting unstructured sensitive information using recursive neural networks

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

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Semantics
Neural networks
Syntactics
Demonstrations
Engines
2016

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, s. 3-24 22 s. (Lecture Notes in Business Information Processing, Bind 246).

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2015
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. (red.). SCITEPRESS Digital Library, s. 183-193 11 s.

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2014
3 Citationer (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. (red.). Springer VS, Bind 8538. s. 350-362 13 s. (Lecture Notes in Computer Science).

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2 Citationer (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. (red.). Springer Publishing Company, Bind 189. s. 209-224 (Lecture Notes in Business Information Processing, Bind 189).

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2013
8 Citationer (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, Bind 172. s. 47-58 12 s. (Advances in Intelligent Systems and Computing, Bind 172).

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7 Citationer (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. (red.). New York: Association for Computing Machinery, s. 620-627 8 s.

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Classifying Short Messages on Social Networks using Vector Space Models

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

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6 Citationer (Scopus)

Graph based techniques for tag cloud generation.

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

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Navigation

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. (red.). Springer Science+Business Media, s. 330-334 5 s. (Lecture Notes in Computer Science, Bind 8295).

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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. (red.). Springer Publishing Company, Bind 7977. s. 233-248 15 s. (Lecture Notes in Computer Science, Bind 7977).

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Information retrieval
2012
2 Citationer (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, s. 399-404 6 s.

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10 Citationer (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, Bind 7379. s. 151-163 10 s. (Lecture Notes in Computer Science, Bind 7379).

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Factorization
Tensors
Decomposition
Data storage equipment
11 Citationer (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, s. 113-123 11 s. (Lecture Notes in Computer Science, Bind 7607).

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5 Citationer (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. (red.). Springer, s. 159-170 12 s. (Lecture Notes in Computer Science, Bind 7301).

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10 Citationer (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, s. 243-246 4 s.

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5 Citationer (Scopus)

Methodologies for Improved Tag Cloud Generation with Clustering

Leginus, M., Dolog, P., Lage, R. G. & Durao, F., 2012, Proceedings of the 12th international conference on Web Engineering. Springer, s. 61–75 15 s. (Lecture Notes in Computer Science).

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Clustering algorithms
Navigation
Experiments
6 Citationer (Scopus)

Towards Effective Group Recommendations for Microblogging Users

Lage, R. G., Durao, F. & Dolog, P., 2012, SAC '12 Proceedings of the 27th Annual ACM Symposium on Applied Computing. New York: Association for Computing Machinery, s. 923-928

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2011
1 Citation (Scopus)

Exploring Multi-Factor Tagging Activity for Personalized Search

Durao, F., Lage, R. G., Dolog, P. & Coskun, N., 2011, International Conference on Web Information Systems and Technologies. SCITEPRESS Digital Library, s. 212-220

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8 Citationer (Scopus)

SemRec: A Semantic Enhancement Framework for Tag Based Recommendation

Xu, G., Gu, Y., Dolog, P., Zhang, Y. & Kitsuregawa, M., 1 aug. 2011, Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011. Burgard, W. & Roth, D. (red.). AAAI Press, s. 1267-1272

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SimSpectrum: A Similarity Based Spectral Clustering Approach to Generate a Tag Cloud

Durao, F., Dolog, P., Leginus, M. & Lage, R. G., jun. 2011, Current Trends in Web Engineering: Workshops, Doctoral Symposium, and Tutorials, Held at ICWE 2011, Paphos, Cyprus, June 20-21, 2011. Revised Selected Papers. Web page, s. 30-39

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4 Citationer (Scopus)

Using Tag-Neighbors for Query Expansion in Medical Information Retrieval

Durao, F., Bayyapu, K. R., Xu, G., Lage, R. G. & Dolog, P., 2011, 2011 International Conference on Information Science and Applications (ICISA). IEEE Computer Society Press, 9 s.

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2010
496 Downloads (Pure)

User and Document Group Approach of Clustering in Tagging Systems

Pan, R., Xu, G. & Dolog, P., okt. 2010, Proceeding of The 18th Intl. Workshop on Personalization and Recommendation on the Web and Beyond. University of Kassel, s. 315-321

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Fil
Recommender systems
Experiments
2009
8165 Downloads (Pure)

Creativity support at the workplace

Dolog, P., Lin, Y., Grube, P. P. & Schmid, K., 2009, e-Learning Baltics 2009: Proceedings of the 2nd International eLBa Science Conference. Hambach, S., Martens, A., Urban, B. & Tavangarian, D. (red.). Fraunhofer Verlag

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Åben adgang
Fil
3 Citationer (Scopus)

Social and Behavioral Aspects of a Tag-Based Recommender System

Durao, F. & Dolog, P., 2009, Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press, s. 294-299

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Recommender systems
Websites
Experiments
2008
5 Citationer (Scopus)
828 Downloads (Pure)

Designing Adaptive Web Applications

Dolog, P., 2008, SOFSEM 2008: Theory and Practice of Computer Science. Springer, s. 23-33 (Lecture Notes in Computer Science; Nr. 4910).

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Åben adgang
Fil
Industry
Web services
Dynamical systems
1 Citation (Scopus)

WS10A - Workshop on Social Web and Knowledge Management (SWKM2008)

Dolog, P., Kroetzsch, M., Schaffert, S. & Vrandecic, D., 2008, International World Wide Web Conference: Proceeding of the 17th international conference on World Wide Web. Association for Computing Machinery

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2007
17 Citationer (Scopus)

Designing Interaction Spaces for Rich Internet Applications with UML

Dolog, P. & Stage, J., 2007, Web Engineering: 7th International Conference, ICWE 2007 Como, Italy, July 16-20, 2007 Proceedings. Fraternali, P., Baresi, L. & Houben, G-J. (red.). Springer, Bind 4607. s. 358-363 (Lecture Notes in Computer Science).

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Synchronization
Servers
Internet
11 Citationer (Scopus)

Engineering Compensations in Web Service Environment

Schäfer, M., Dolog, P. & Nejdl, W., 2007, Web Engineering: 7th International Conference, ICWE 2007 Como, Italy, July 16-20, 2007 Proceedings. Fraternali, P., Baresi, L. & Houben, G-J. (red.). Springer, (Lecture Notes in Computer Science; Nr. 4607).

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Web services
Compensation and Redress
Specifications
Recovery
Specification languages

Evolution of Web Applications with Aspect-Oriented Design Patterns

Bebjak, M., Vranic, V. & Dolog, P., 2007, Proceedings of AEWSE'07: Second International Workshop on Adaptation and Evolution in Web Systems Engineering in conjunction with the Seventh International Conference on Web Engineering (ICWE'07). Casteleyn, S., Daniel, F., Dolog, P., Matera, M., Houben, G-J. & de Troyer, O. (red.). CEUR Workshop Proceedings, Bind 267. (CEUR Workshop Proceedings, Bind 267).

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Aspect oriented programming

ExpertFOAF recommends experts

Iofcu, T., Diederich, J., Dolog, P. & Balke, W-T., 2007, Proceedings of EFW'2007. 3 s.

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Websites
Recommender systems
Students
308 Downloads (Pure)

Nonblocking Scheduling for Web Service Transactions

Alrifai, M., Balke, W-T., Dolog, P. & Nejdl, W., 2007, Proceedings of Fifth European Conference on Web Services (ECOWS'07). IEEE Computer Society Press, s. 213 222 s.

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Åben adgang
Fil
Web services
Scheduling
Throughput
Processing
Experiments

Translation of overlay models of student knowledge for relative domains based on domain ontology mapping

Sosnovsky, S., Dolog, P., Henze, N., Brusilovsky, P. & Nejdl, W., 2007, Artificial Intelligence in Education - Building Technology Rich Learning Contexts That Work. Luckin, R., Koedinger, K. R. & Greer, J. (red.). IOS Press, Bind 158. 8 s.

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Ontology
Students
Knowledge representation
2006

Building Blocks for a Smart Space for LearningTM

Simon, B., Sobering, S., Wild, F., Aguirre, S., Brantner, S., Dolog, P., Neumann, G., Huber, G., Klobucar, T., Markus, S., Miklos, Z., Nejdl, W., Olmedilla, D., Salvachua, J., Sintek, M. & Zillinger, T., 2006, Sixth International Conference on Advanced Learning Technologies, 2006. Electrical Engineering/Electronics, Computer, Communications and Information Technology Association, s. 309-313 6 s.

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Distributed Bayesian Networks for User Modeling

Tedesco, R., Dolog, P., Nejdl, W. & Allert, H., 2006, ELEARN 2006: World Conference on E-Learning in Corporate, Government, Health Care, and Higher Education. AACE - Association for the Advancement of Computing in Education, 8 s.

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Bayesian networks
World Wide Web

Knowledge Representation and Reasoning in Personalized Web-Based e-Learning Applications

Dolog, P., 2006, Proceedings of Znalosti 2006. VSB-Technical University of Ostrava, 6 s.

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Knowledge representation
Teaching
Students

Learner Profile Management for Collaborative Adaptive eLearning Application

Alrifai, M., Dolog, P. & Nejdl, W., 2006, Proceedings of APS'2006: Joint International Workshop on Adaptivity, Personalization and the Semantic Web at at the 17th ACM Hypertext'06 conference. Association for Computing Machinery, s. 4

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Web services
Learning systems
Hypermedia systems
30 Citationer (Scopus)

Transactions Concurrency Control in Web Service Environment

Alrifai, M., Dolog, P. & Nejdl, W., 2006, 4th European Conference on Web Services, 2006. ECOWS '06. IEEE Press, 10 s.

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Concurrency control
Web services
Network protocols
Industry
Communication