Andrea Burattin

Andrea Burattin

Associate Professor

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 322, room 212

2800 Kgs. Lyngby

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2020
 

A Data Driven Agent Elicitation Pipeline for Prediction Models

Larsen, John Bruntse ; Burattin, Andrea ; Davis, Christopher John ; Hjardem-Hansen, Rasmus ; Villadsen, Jørgen
part of: Business Process Management Workshops, pages: 570-582, 2020
Presented at:
17th Int. Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/978-3-030-37453-2_46

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Analysis of Information-Seeking Conversations with Process Mining

Holstrup, Alexander Bøgely ; Starklit, Lasse ; Burattin, Andrea
part of: Proceedings of the International Joint Conference on Neural Networks, 2020
Presented at:
2020 International Joint Conference on Neural Networks

Type: Article in proceedings (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

 

Exploring how users engage with hybrid process artifacts based on declarative process models

Abbad Andaloussi, Amine ; Zerbato, Francesca ; Burattin, Andrea ; Slaats, Tijs ; Hildebrandt, Thomas T. ; Weber, Barbara
in: Software and Systems Modeling

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/s10270-020-00811-8

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From analytical purposes to data visualizations: a decision process guided by a conceptual framework and eye tracking

Gulden, Jens ; Burattin, Andrea ; Abbad Andaloussi, Amine ; Weber, Barbara
in: Software and Systems Modeling, pages: 1-24

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/s10270-019-00742-z

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Mining reading patterns from eye-tracking data: method and demonstration

Ioannou, Constantina ; Nurdiani, Indira ; Burattin, Andrea ; Weber, Barbara
in: Software and Systems Modeling, vol: 19, pages: 345–369

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/s10270-019-00759-4

 

On the declarative paradigm in hybrid business process representations

Abbad Andaloussi, Amine ; Burattin, Andrea ; Slaats, Tijs ; Kindler, Ekkart ; Weber, Barbara
in: Information Systems, vol: 91

Type: Review (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1016/j.is.2020.101505

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Supporting the Process of Learning and Teaching Process Models

Sanchez-Ferreres, Josep ; Delicado, Luis ; Abbad Andaloussi, Amine ; Burattin, Andrea ; Calderon-Ruiz, Guillermo ; Weber, Barbara ; Carmona, Josep ; Padro, Lluıs
in: IEEE Transactions on Learning Technologies

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1109/TLT.2020.2983916

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The impact of modularization on the understandability of declarative process models: A research model

Abbad Andaloussi, Amine ; Soffer, Pnina ; Slaats, Tijs ; Burattin, Andrea ; Weber, Barbara
part of: Proceedings of NeuroIS Retreat, 2020
Presented at:
NeuroIS Retreat 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020

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Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories

Seiger, Ronny ; Zerbato, Francesca ; Burattin, Andrea ; Garcia-Banuelos, Luciano ; Weber, Barbara
part of: Proceedings of 2020 IEEE 24th International Enterprise Distributed Object Computing Workshop, pages: 20-26, 2020
Presented at:
2020 IEEE 24th International Enterprise Distributed Object Computing Workshop

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1109/EDOCW49879.2020.00016

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Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams

Navarin, Nicolò ; Cambiaso, Matteo ; Burattin, Andrea ; Maggi, Fabrizio M. ; Oneto, Luca ; Sperduti, Alessandro
part of: Proceedings of the International Joint Conference on Neural Networks, 2020
Presented at:
2020 International Joint Conference on Neural Networks

Type: Article in proceedings (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

 

Understanding quality in declarative process modeling through the mental models of experts

Abbad Andaloussi, Amine ; Davis, Christopher J. ; Burattin, Andrea ; López, Hugo A. ; Slaats, Tijs ; Weber, Barbara
part of: Business Process Management, pages: 417-434, 2020
Presented at:
18th International Conference on Business Process Management, BPM 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/978-3-030-58666-9_24

2019
 

Analysis of Emergency Room Episodes Duration Through Process Mining

Rojas, Eric ; Cifuentes, Andres ; Burattin, Andrea ; Munoz-Gama, Jorge ; Sepúlveda, Marcos ; Capurro, Daniel
part of: Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers, pages: 251-263, 2019
Presented at:
16th International Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1007/978-3-030-11641-5_20

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Evaluating the Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights

Abbad Andaloussi, Amine ; Slaats, Tijs ; Burattin, Andrea ; Hildebrandt, Thomas T. ; Weber, Barbara
part of: Business Process Management Workshops, pages: 475-481, 2019
Presented at:
16th International Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1007/978-3-030-11641-5_37

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Exploring the Understandability of a Hybrid Process Design Artifact Based on DCR Graphs

Abbad Andaloussi, Amine ; Burattin, Andrea ; Slaats, Tijs ; Petersen, Anette Chelina Møller ; Hildebrandt, Thomas ; Weber, Barbara
part of: International Conference on Business Process Modeling, Development and Support International Conference on Evaluation and Modeling Methods for Systems Analysis and Development, pages: 69-84, 2019
Presented at:
Business Process Modeling, Design and Support

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1007/978-3-030-20618-5_5

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Fifty Shades of Green: How Informative is a Compliant Process Trace?

Burattin, Andrea ; Guizzardi, Giancarlo ; Maggi, Fabrizio M. ; Montali, Marco
part of: International Conference on Advanced Information Systems Engineering, pages: 611-626, 2019
Presented at:
31st International Conference on Advanced Information Systems Engineering

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1007/978-3-030-21290-2_38

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Formal Reasoning on Natural Language Descriptions of Processes

S'ànchez-Ferreres, Josep ; Burattin, Andrea ; Carmona, Josep ; Montali, Marco
part of: Business Process Management, pages: 86-101, 2019
Presented at:
17th Int. Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1007/978-3-030-26619-6_8

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Integrated, Ubiquitous and Collaborative Process Mining with Chat Bots

Burattin, Andrea
part of: Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, pages: 144-48, 2019
Presented at:
17th Int. Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019

  PDF

Learning process modeling phases from modeling interactions and eye tracking data

Burattin, Andrea ; Kaiser, Michael ; Neurauter, Manuel ; Weber, Barbara
in: Data and Knowledge Engineering, vol: 121, pages: 1-17

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.datak.2019.04.001

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Performance Analysis of Emergency Room Episodes Through Process Mining

Rojas, Eric ; Cifuentes, Andres ; Burattin, Andrea ; Munoz-Gama, Jorge ; Sepúlveda, Marcos ; Capurro, Daniel
in: International Journal of Environmental Research and Public Health, vol: 16

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.3390/ijerph16071274

2018
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Discovering High-level BPMN Process Models from Event Data

Kalenkova, A.A. ; Burattin, Andrea ; de Leoni, M. ; van der Aalst, W.M.P. ; Sperduti, Alessandro
in: Business Process Management Journal

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1108/BPMJ-02-2018-0051

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Introduction to the 13th International Workshop on Business Process Intelligence (BPI 2017)

van Dongen, Boudewijn ; De Weerdt, Jochen ; Burattin, Andrea ; Claes, Jan
part of: Information Systems WSK&I, pages: 162-164, 2018
Presented at:
13th International Workshop on Business Process Intelligence 2017

Type: Article in proceedings

Status: Published     |    Year: 2018

 

Measuring and Explaining Cognitive Load During Design Activities: A fine-grained approach

Weber, Barbara ; Neurauter, Manuel ; Burattin, Andrea ; Pinggera, Jakob ; Davis, Christopher J.
part of: Information Systems and Neuroscience - Gmunden Retreat on NeuroIS 2017, 2017
Presented at:
Gmunden Retreat on NeuroIS

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-67431-5_6

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Mining Developers’ Workflows from IDE Usage

Ioannou, Constantina ; Burattin, Andrea ; Weber, Barbara
part of: Advanced Information Systems Engineering Workshops, pages: 167-179, 2018
Presented at:
30th International Conference on Advanced Information Systems Engineering

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-92898-2_14

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Online Conformance Checking Using Behavioural Patterns

Burattin, Andrea ; van Zelst, Sebastiaan J. ; Armas-Cervantes, Abel ; van Dongen, Boudewijn F. ; Carmona, Josep
part of: Business Process Management , pages: 250-267, 2018
Presented at:
16th International Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-98648-7_15

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OSSINT - Open Source Social Network Intelligence: An efficient and effective way to uncover “private” information in OSN profiles

Cascavilla, Giuseppe ; Beato, Filipe ; Burattin, Andrea ; Conti, Mauro ; Mancini, Luigi Vincenzo
in: Online Social Networks and Media, vol: 6, pages: 58 - 68

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.osnem.2018.04.003

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Streaming Process Discovery and Conformance Checking

Burattin, Andrea
part of: Encyclopedia of Big Data Technologies, 2018

Type: Encyclopedia chapter (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-63962-8_103-1

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Time and activity sequence prediction of business process instances

Polato, Mirko ; Sperduti, Alessandro ; Burattin, Andrea ; Leoni, Massimiliano de
in: Computing, vol: 100, issue: 9, pages: 1005-1031

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/s00607-018-0593-x

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Toward an Automated Labeling of Event Log Attributes

Abbad Andaloussi, Amine ; Burattin, Andrea ; Weber, Barbara
part of: BPMDS 2018 : Business Process Modeling, Development, and Support, pages: 82-96, 2018
Presented at:
BPMDS’18 Working Conference

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-91704-7_6

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Understandability of Hybrid Process Models Using DCR Graphs

Abbad Andaloussi, Amine ; Slaats, Tijs ; Burattin, Andrea ; Hildebrandt, Thomas Troels ; Weber, Barbara
part of: Proceedings of 30th International Conference on Advanced Information Systems Engineering, 2018
Presented at:
30th International Conference on Advanced Information Systems Engineering

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018

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Who is behind the Model? Classifying Modelers based on Pragmatic Model Features

Burattin, Andrea ; Soffer, Pnina ; Fahland, Dirk ; Mendling, Jan ; Reijers, Hajo A. ; Vanderfeesten, Irene ; Weidlich, Matthias ; Weber, Barbara
part of: Business Process Management , pages: 322-338, 2018
Presented at:
16th International Conference on Business Process Management

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-98648-7_19

2017
  PDF

A Framework for Online Conformance Checking

Burattin, Andrea ; Carmona, Josep
part of: Business Process Management Workshops. BPM 2017., pages: 165-177 , 2017
Presented at:
13th International Workshop on Business Process Intelligence 2017

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1007/978-3-319-74030-0_12

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Designing Visual Decision Making Support with the Help of Eye-tracking

Weber, Barbara ; Gulden, Jens ; Burattin, Andrea
part of: Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, Development and Support (BPMDS), 2017
Presented at:
18th International Working Conference on Business Process Modeling, Development and Support

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

 

Detection and quantification of flow consistency in business process models

Burattin, Andrea ; Bernstein, Vered ; Neurauter, Manuel ; Soffer, Pnina ; Weber, Barbara
in: Software and Systems Modeling, vol: 10, issue: 2, pages: 235-49

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1007/s10270-017-0576-y

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Online Conformance Checking for Petri Nets and Event Streams

Burattin, Andrea
part of: Online Proceedings of the BPM Demo Track 2017, 2017
Presented at:
15th International Conference on Business Process Management (BPM 2017)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

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WoPeD - A "Proof-of-Concept" Platform for Experimental BPM Research Projects

Freytag, Thomas ; Allgaier, Philip ; Burattin, Andrea ; Danek-Bulius, Andreas
part of: Online Proceedings of the BPM Demo Track 2017, 2017
Presented at:
15th International Conference on Business Process Management (BPM 2017)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017