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

Supporting the Process of Learning and Teaching Process Models

J. Sànchez-Ferreres, L. Delicado, A. Abbab Andaloussi, A. Burattin, G. Calderón-Ruiz, B. Weber, J. Carmona, L. Padró
In IEEE Transactions on Learning Technologies, vol. 13 (2020), n. 3, pp. 552-566.
DOI: 10.1109/TLT.2020.2983916

Exploring how users engage with hybrid process artifacts based on declarative process models: a behavioral analysis based on eye-tracking and think-aloud

A.A. Andaloussi, F. Zerbato, A. Burattin, T. Slaats, T.T. Hildebrandt, B. Weber
In Software & Systems Modeling.
DOI: 10.1007/s10270-020-00811-8

The Internet of Things Meets Business Process Management: A Manifesto

C. Janiesch, et al. (including A. Burattin)
In IEEE Systems, Man, and Cybernetics Magazine, vol. 6 (2020), issue 4, pp. 34-44.
DOI: 10.1109/MSMC.2020.3003135

Orientation and conformance: A HMM-based approach to online conformance checking

W.L. J. Lee, A. Burattin, J. Munoz-Gama, M. Sepúlveda
In Information Systems, in press.
DOI: 10.1016/j.is.2020.101674

On the declarative paradigm in hybrid business process representations: A conceptual framework and a systematic literature study

A.A. Andaloussi, A. Burattin, T. Slaats, E. Kindler, B. Weber
In Information Systems, vol. 91 (2020).
DOI: 10.1016/j.is.2020.101505

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

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, vol. 19 (2020), pp. 531–554.
DOI: 10.1007/s10270-019-00742-z

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

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

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

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

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

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

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

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

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

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

N. Navarin, M. Cambiaso, A. Burattin, F.M. Maggi, L. Oneto, A. Sperduti
In Proceedings of the International Joint Conference on Neural Networks (IEEE WCCI IJCNN 2020); Glasgow, Scotland, UK; July 19-24, 2020.
DOI: 10.1109/IJCNN48605.2020.9207500

Analysis of Information-Seeking Conversations with Process Mining

A. Holstrup, L. Starklit, A. Burattin
In Proceedings of the International Joint Conference on Neural Networks (IEEE WCCI IJCNN 2020); Glasgow, Scotland, UK; July 19-24, 2020.
DOI: 10.1109/IJCNN48605.2020.9207187

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

A. Abbad Andaloussi, P. Soffer, T. Slaats, A. Burattin, B. Weber
In Proceedings of NeuroIS Retreat; Vienna Austria; 2020.

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

R. Seiger, F. Zerbato, A. Burattin, L. García-Bañuelos, B. Weber
In Proceedings of Frontiers of Process Aware Systems (IEEE EDOC Workshop) (FoPAS 2020); September, 2020.
DOI: 10.1109/EDOCW49879.2020.00016

MQTT-XES: Real-time Telemetry for Process Event Data

A. Burattin, M. Eigenmann, R. Seiger, B. Weber
In Online Proceedings of the BPM Demo Track 2020; Sevilla, Spain; September, 13-18 2020; CEUR-WS.org 2020.

Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts

A. Abbad Andaloussi, C.J. Davis, A. Burattin, H.A.Lopez, T. Slaats, B. Weber
In Proceedings of BPM 2020; September 2020.
DOI: 10.1007/978-3-030-58666-9_24

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.
DOI: 10.1007/978-3-030-37453-2_46

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

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

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

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.

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

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.

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

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

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

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

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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