Andrea Burattin, Ph.D.

Associate Professor, Technical University of Denmark

Publications

Books

Process Mining Techniques in Business Environments: A. Burattin
Springer Int. Publishing, Lecture Notes in Business Information Processing, 2015.
DOI: 10.1007/978-3-319-17482-2

Journals

Mining reading patterns from eye-tracking data: method and demonstration: C. Ioannou, I. Nurdiani, A. Burattin, B. Weber
In Software & Systems Modeling.
DOI: 10.1007/s10270-019-00759-4
ISSN: 1619-1366
From analytical purposes to data visualizations: a decision process guided by a conceptual framework and eye tracking: J. Gulden, A. Burattin, A. Abbad Andaloussi, B. Weber
In Software & Systems Modeling.
DOI: 10.1007/s10270-019-00742-z
ISSN: 1619-1366
Performance Analysis of Emergency Room Episodes Through Process Mining: E. Rojas, A. Cifuentes, A. Burattin, J. Munoz-Gama, M. Sepúlveda, D. Capurro
In International Journal of Environmental Research and Public Health, vol. 16 (2019), issue 7.
DOI: 10.3390/ijerph16071274
ISSN: 1660-4601
Learning process modeling phases from modeling interactions and eye tracking data: A. Burattin, M. Kaiser, M. Neurauter, B. Weber
In Data & Knowledge Engineering, vol. 121 (2019), pp. 1-17.
DOI: 10.1016/j.datak.2019.04.001
ISSN: 0169-023X
OSSINT - Open Source Social Network Intelligence: An efficient and effective way to uncover "private" information in OSN profiles: G. Cascavilla, F. Beato, A. Burattin, M. Conti, L. V. Mancini
In Online Social Networks and Media, vol. 6 (2018), pp. 58-68.
DOI: 10.1016/j.osnem.2018.04.003
ISSN: 2468-6964
Time and activity sequence prediction of business process instances: M. Polato, A. Sperduti, A. Burattin, M. de Leoni
In Computing, vol. 100 (2018), issue 9, pp. 1005-1031.
DOI: 10.1007/s00607-018-0593-x
ISSN: 0010-485X
Discovering high-level BPMN process models from event data: A. Kalenkova, A. Burattin, M. de Leoni, W. van der Aalst, A. Sperduti
In Business Process Management Journal, vol. 25 (2019), no. 5, pp. 995-1019.
DOI: 10.1108/BPMJ-02-2018-0051
ISSN: 1463-7154
Detection and quantification of flow consistency in business process models: A. Burattin, V. Bernstein, M. Neurauter, P. Soffer, B. Weber
In Software & Systems Modeling, vol. 17 (2018), issue 2, pp. 633-654
DOI: 10.1007/s10270-017-0576-y
ISSN: 1619-1366
Conformance Checking Based on Multi-Perspective Declarative Process Models: A. Burattin, F. Maggi, A. Sperduti
In Expert Systems with Applications, vol. 65 (2016), pp. 194-211.
DOI: 10.1016/j.eswa.2016.08.040
ISSN: 0957-4174
Online Discovery of Declarative Process Models from Event Streams: A. Burattin, M. Cimitile, F. Maggi, A. Sperduti
In IEEE Transactions on Services Computing, vol. 8 (2015), no. 6, pp. 833-846.
DOI: 10.1109/TSC.2015.2459703
ISSN: 1939-1374

Book Chapters

Streaming Process Discovery and Conformance Checking: A. Burattin
In Sakr S., Zomaya A. (eds) Encyclopedia of Big Data Technologies.
DOI: 10.1007/978-3-319-63962-8_103-1

Conferences and Workshops

2019

A Data Driven Agent Elicitation Pipeline for Prediction Models: J. Bruntse Larsen, A. Burattin, C.J. Davis, R. Hjardem-Hansen, J. Villadsen
In Proceedings of PODS4H 2019; Vienna, Austria; September 2019.
Fifty Shades of Green: How Informative is a Compliant Process Trace?: A. Burattin, G. Guizzardi, F. M. Maggi, M. Montali
In Proceedings of CAiSE 2019; Rome, Italy; June 2019.
DOI: 10.1007/978-3-030-21290-2_38
Exploring the Understandability of a Hybrid Process Design Artifact Based on DCR Graphs: A. Abbad Andaloussi, A. Burattin, T. Slaats, A. C. Møller Petersen, T. T. Hildebrandt, B. Weber
In Proceedings of BPMDS 2019; Rome, Italy; June 2019.
DOI: 10.1007/978-3-030-20618-5_5
Integrated, Ubiquitous and Collaborative Process Mining with Chat Bots: A. Burattin
In Online Proceedings of the BPM Demo Track 2019; Vienna, Austria; September, 1-6 2019; CEUR-WS.org 2019.
Formal Reasoning on Natural Language Descriptions of Processes: J. Sànchez-Ferreres, A. Burattin, J. Carmona, Marco Montali, L. Padró
In Proceedings of BPM 2019; Vienna, Austria; September 2019.
DOI: 10.1007/978-3-030-26619-6_8

2018

Analysis of Emergency Room Episodes Duration through Process Mining: E. Rojas, A. Cifuentes, A. Burattin, J. Munoz-Gama, M. Sepúlveda, D. Capurro
In Proceedings of PODS4H 2018; Sydney, Australia; September 2018.
DOI: 10.1007/978-3-030-11641-5_20
Evaluating The Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights: A. Abbad Andaloussi, T. Slaats, A. Burattin, T.T. Hildebrandt, B. Weber
In Proceedings of DeHMiMoP 2018; Sydney, Australia; September 2018.
DOI: 10.1007/978-3-030-11641-5_37
Mining Developers' Workflows from IDE Usage: C. Ioannou, A. Burattin, B. Weber
In Proceedings of COGNISE 2018; Tallin, Estonia; July 2018.
DOI: 10.1007/978-3-319-92898-2_14
Toward an Automated Labeling of Event Log Attributes: A. Abbad Andaloussi, A. Burattin, B. Weber
In Proceedings of BPMDS 2018; Tallin, Estonia; July 2018.
DOI: 10.1007/978-3-319-91704-7_6
Who is behind the Model? Classifying Modelers based on Pragmatic Model Features: A. Burattin, P. Soffer, D. Fahland, J. Mendling, H.A. Reijers, I. Vanderfeesten, M. Weidlich, B. Weber
In Proceedings of BPM 2018; Sydney, Australia; September 2018.
DOI: 10.1007/978-3-319-98648-7_19
Online Conformance Checking Using Behavioural Patterns: A. Burattin, S. van Zelst, A. Armas-Cervantes, B. van Dongen, J. Carmona
In Proceedings of BPM 2018; Sydney, Australia; September 2018.
DOI: 10.1007/978-3-319-98648-7_15

2017

Measuring and Explaining Cognitive Load During Design Activities: A fine-grained approach: B. Weber, M. Neurauter, A. Burattin, J. Pinggera, C. Davis
In Proceedings of Gmunden Retreat on NeuroIS; Gmunden Austria; 2017.
DOI: 10.1007/978-3-319-67431-5_6
Designing Visual Decision Making Support with the Help of Eye Tracking: B. Weber, J. Gulden, A. Burattin
In Proceedings of 18^th BPMDS working conference; Essen, Germany; June 12-13 2017.
WoPeD - A "Proof-of-Concept" Platform for Experimental BPM Research Projects: T. Freytag, P. Allgaier, A. Burattin, A. Danek-Bulius
In Online Proceedings of the BPM Demo Track 2017; Barcelona, Spain; September 10-15, 2017; CEUR-WS.org 2017.
Online Conformance Checking for Petri Nets and Event Streams: A. Burattin
In Online Proceedings of the BPM Demo Track 2017; Barcelona, Spain; September 10-15, 2017; CEUR-WS.org 2017.
A Framework for Online Conformance Checking: A. Burattin, J. Carmona
In Proceedings of the 13^th International Workshop on Business Process Intelligence (BPI 2017); September 10-11, 2017.
DOI: 10.1007/978-3-319-74030-0_12

2016

Visualization of the Evolution of Layout Metrics for Business Process Models: C. Haisjackl, A. Burattin, P. Soffer, B. Weber
In Proceedings of the 5^th International Workshop on Theory and Applications of Process Visualization (TAProViz 2016); Rio de Janeiro, Brasil; September 18 2016.
DOI: 10.1007/978-3-319-58457-7_33
Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach: A. Burattin, M. Kaiser, M. Neurauter, B. Weber
In Proceedings of the 5^th International Workshop on Theory and Applications of Process Visualization (TAProViz 2016); Rio de Janeiro, Brasil; September 18 2016.
DOI: 10.1007/978-3-319-58457-7_34
PLG2: Multiperspective Process Randomization with Online and Offline Simulations: A. Burattin
In Online Proceedings of the BPM Demo Track 2016; Rio de Janeiro, Brasil; September, 18 2016; CEUR-WS.org 2016.

2015

The Influence of Cognitive Abilities and Cognitive Load on Business Process Models and Their Creation: M. Neurauter, J. Pinggera, M. Martini, A. Burattin, M. Furtner, P. Sachse, B. Weber
In Proceedings of Gmunden Retreat on NeuroIS; Gmunden Austria; 2015
DOI: 10.1007/978-3-319-18702-0_14
Toward an Anonymous Process Mining: A. Burattin, M. Conti, D. Turato
In Proceedings of Future Internet of Things and Cloud (FiCloud 2015); Rome, Italy; August 24-26 2015.
DOI: 10.1109/FiCloud.2015.9

2014

Lights, Camera, Action! Business Process Movies for Online Process Discovery: A. Burattin, F. M. Maggi, M. Cimitile
In Proceedings of the 3^rd International Workshop on Theory and Applications of Process Visualization (TAProViz 2014); Haifa, Israel; 8 September 2014.
DOI: 10.1007/978-3-319-15895-2_34
Data-Aware Remaining Time Prediction of Business Process Instances: M. Polato, A. Sperduti, A. Burattin, M. de Leoni
In Proceedings of the International Joint Conference on Neural Networks (IEEE WCCI IJCNN 2014); Beijing, China; July 6-11, 2014.
DOI: 10.1109/IJCNN.2014.6889360
SocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks: A. Burattin, G. Cascavilla, M. Conti
In Proceedings of the 9^th International Conference on Risks and Security of Internet and Systems (CRiSIS 2014); Trento, Italy; August 27-29, 2014.
DOI: 10.1007/978-3-319-17127-2_6
A Novel Criterion for Overlapping Communities Detection and Clustering Improvement: A. Berti, A. Sperduti, A. Burattin
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2014); Orlando, Florida, USA; December 9-12, 2014.
DOI: 10.1109/CIDM.2014.7008675
Control-flow Discovery from Event Streams: A. Burattin, A. Sperduti, W. M. P. van der Aalst
In Proceedings of the Congress on Evolutionary Computation (IEEE WCCI CEC 2014); Beijing, China; July 6-11, 2014.
DOI: 10.1109/CEC.2014.6900341
Data Streams in ProM 6: A single-node architecture: S. J. van Zelst, A. Burattin, B. van Dongen, H.M.W. Verbeek
In Online Proceedings of the BPM Demo Track 2014; Haifa, Israel; September, 10 2014; CEUR-WS.org 2014.

2013

Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models: F. M. Maggi, A. Burattin, M. Cimitile, A. Sperduti
In Proceedings of International Conference on Cooperative Information Systems (CoopIS 2013); Graz, Austria; September 11-13, 2013.
DOI: 10.1007/978-3-642-41030-7_7
Business Models Enhancement through Discovery of Roles: A. Burattin, A. Sperduti, M. Veluscek
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2013); Singapore; April 15-19, 2013.
DOI: 10.1109/CIDM.2013.6597224

2012

Techniques for A Posteriori Analysis of Declarative Processes: A. Burattin, F. M. Maggi, W. M. P. van der Aalst, A. Sperduti
In Proceedings of the 16^th IEEE International EDOC Conference (EDOC 2012); Beijing, China; September 10-14, 2012.
DOI: 10.1109/EDOC.2012.15

2011

A Framework for Semi-Automated Process Instance Discovery From Decorative Attributes: A. Burattin, R. Vigo
In Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (IEEE SSCI CIDM 2011); Paris, France; April 11-15, 2011.
DOI: 10.1109/CIDM.2011.5949450
A Business Process Metric Based on the Alpha Algorithm Relations: F. Aiolli, A. Burattin, A. Sperduti
In Proceedings of the 7^th International Workshop on Business Process Intelligence (BPI 2011); September 2, 2011.
DOI: 10.1007/978-3-642-28108-2_13

2010

Automatic Determination of Parameters Values' for Heuristics Miner++: A. Burattin, A. Sperduti
In Proceedings of IEEE Congress on Evolutionary Computation (IEEE WCCI CEC 2010); Barcelona, Spain; July 18-23, 2010.
DOI: 10.1109/CEC.2010.5586208
Simon Says the Color: The Digital Evolution of an Outdoor Kids Game: C. E. Palazzi, D. Maggiorini, A. Burattin, R. Ferro.
In Proceedings of the International Workshop on DIstributed SImulation & Online gaming (DISIO 2010) (ICST/ACM SIMUTools); Torremolinos, Spain; March 15, 2010.
DOI: 10.4108/ICST.SIMUTOOLS2010.8719
Heuristics Miner for Time Intervals: A. Burattin, A. Sperduti
In Proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2010; Bruges, Belgium; April 28-30, 2010.
PLG: a Framework for the Generation of Business Process Models and their Execution Logs: A. Burattin, A. Sperduti
In Proceedings of the 6^th International Workshop on Business Process Intelligence (BPI 2010); Stevens Institute of Technology; Hoboken, New Jersey, USA; September 13, 2010.
DOI: 10.1007/978-3-642-20511-8_20

Other Publications

The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges: C. Janiesch, et al. (including A. Burattin)
In CoRR abs/1709.03628, Sep. 2017.
Time and Activity Sequence Prediction of Business Process Instances: M. Polato, A. Sperduti, A. Burattin, M. de Leoni
In CoRR abs/1602.07566, Feb. 2016.
Detection and Quantification of Flow Consistency in Business Process Models: A. Burattin, V. Bernstein, M. Neurauter, P. Soffer, B. Weber
In CoRR abs/1602.02992, Feb. 2016.
PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings: A. Burattin
In CoRR abs/1506.08415, Jun. 2015.
Conformance Checking Based on Multi-Perspective Declarative Process Models: A. Burattin, F. M. Maggi, A. Sperduti
In CoRR abs/1503.04957, Mar. 2015.
SocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks: A. Burattin, G. Cascavilla, M. Conti
In CoRR abs/1406.3216, Jun. 2014.
Process Mining: come estrarre conoscenza dai log dei sistemi informativi orientati ai processi: W. M. P. van der Aalst, A. Burattin, M. de Leoni, A. Guzzo, F. M. Maggi, M. Montali
In Mondo Digitale, n. 43, Sep. 2012.
ISSN: 1720-898X
Heuristics Miners for Streaming Event Data: A. Burattin, A. Sperduti, W. M. P. van der Aalst
In CoRR abs/1212.6383, Dec. 2012.
Process Mining Manifesto: W. M. P. van der Aalst, et al. (including A. Burattin)
In Proceedings of BPM 2011 Workshops, volume 99 of Lecture Notes in Business Information Processing, pages 169-194. Springer-Verlag, Berlin, 2011.
DOI: 10.1007/978-3-642-28108-2_19

PhD Thesis

Applicability of Process Mining Techniques in Business Environments: A. Burattin
In Alma Mater Digital Library. PhD Thesis, University of Bologna.
DOI: 10.6092/unibo/amsdottorato/5446

Master Thesis

Analysis of main Process Mining algorithms and generalization proposal for Heuristics Miner algorithm to use time intervals Analisi dei principali algoritmi di Process Mining e proposta di generalizzazione dell'algoritmo Heuristics Miner al trattamento di intervalli temporali: A. Burattin.
Università degli Studi di Padova; September, 2009.

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