• 32 Citations
20172020

Research output per year

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Personal profile

Research profile

Renata Medeiros de Carvalho is an Assistant Professor at Eindhoven University of Technology (TU/e)Her research interests are focused on, but not limited to, adaptive and declarative business processes and Business Process Management (BPM)She works in the domain of flexible business processes in particular, and how this can enrich business process models with domain-specific knowledge. 

BPM and BPM systems have only solved the ’easy problems’: 1) business processes where a handful of contingencies handle all situations, and 2) processes where most of the activities can be automated. However, knowledge intensive processes do not lend themselves to such rigid formalizations: both the set of activities to perform, and the content of each activity, depend heavily on a combination of domain-specific knowledge, and the case at hand. Renata is interested in both pragmatic issues of modeling convenience and how flexibility is represented and/or can be detected through recorded data. She is currently conducting research into Object-Centric Behavioral Constraint (OCBC) modeling language, which combines ideas from declarative, constraint-based languages such as Declare, and from data/object modeling techniques (ER, UML, or ORM). 

Academic background

Renata Medeiros de Carvalho received her PhD in Computer Science from the Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Brazil in 2015. She also holds an MSc an BSc in Computer Engineering from the University of Pernambuco (UPE), Brazil. She has also worked as a postdoctoral researcher at LATECE - Laboratory for Research on Technology for Ecommerce in the University of Quebec at Montreal (UQAM).  

She publishes regularly and has been awarded a Xerox University Affairs Committee Grant and NSERC Engage Grant. Renate is also local coordinator of two Master programs: EIT Digital Data Science and Erasmus Mundus Big Data Management and Analytics (BDMA). 

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Projects

Research Output

  • 32 Citations
  • 8 Conference contribution
  • 1 Report
  • 1 Article

Facilitating GDPR compliance: the H2020 BPR4GDPR approach

Lioudakis, G. V., Koukovini, M. N., Papagiannakopoulou, E. I., Dellas, N., Kalaboukas, K., de Carvalho, R. M., Hassani, M., Bracciale, L., Bianchi, G., Juan-Verdejo, A., Alexakis, S., Gaudino, F., Cascone, D. & Barracano, P., 1 Jan 2020, Digital Transformation for a Sustainable Society in the 21st Century - I3E 2019 IFIP WG 6.11 International Workshops, Revised Selected Papers. Pappas, I. O., Pappas, I. O., Mikalef, P., Jaccheri, L., Krogstie, J., Dwivedi, Y. K. & Mäntymäki, M. (eds.). Springer, p. 72-78 7 p. (IFIP Advances in Information and Communication Technology; vol. 573 AICT).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 1 Citation (Scopus)

    A model-based framework to automatically generate semi-real data for evaluating data analysis techniques

    Li, G., de Carvalho, R. M. & van der Aalst, W. M. P., 5 May 2019, ICEIS 2019 - Proceedings of the 21st International Conference on Enterprise Information Systems. Brodsky, A., Filipe, J., Smialek, M. & Hammoudi, S. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 213-220 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
  • An approach for workflow improvement based on outcome and time remaining prediction

    Galdo Seara, L. & De Carvalho, R. M., 1 Jan 2019, MODELSWARD 2019 - Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development. Hammoudi, S., Selic, B. & Pires, L. F. (eds.). Setúbal: SCITEPRESS-Science and Technology Publications, Lda., p. 475-482 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Object-centric behavioral constraint models: a hybrid model for behavioral and data perspectives

    Li, G., De Carvalho, R. M. & van der Aalst, W. M. P., 8 Apr 2019, Proceeding SAC '19 Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing. New York: Association for Computing Machinery, Inc, p. 48-56 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Process mining in social media: applying object-centric behavioral constraint models

    Li, G. & de Carvalho, R. M., 26 Jun 2019, In : IEEE Access. 7, p. 84360-84373 14 p., 8746275.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 29 Downloads (Pure)

    Courses

    BDMA

    1/09/19 → …

    Course

    Data analytics for engineers

    1/09/17 → …

    Course

    EIT_Data Science entry point

    1/09/15 → …

    Course

    EIT_DS exit point

    1/09/15 → …

    Course

    Press / Media

    First 30 EIT Digital data scientists graduated

    Renata Medeiros de Carvalho

    11/12/17

    1 item of Media coverage

    Press/Media: Expert Comment

    Student theses

    A method for identifying undesired medical treatment variants using process and data mining techniques

    Author: Cremers, L., 31 Jul 2018

    Supervisor: Vanderfeesten, I. (Supervisor 1), Medeiros de Carvalho, R. (Supervisor 2) & Pechenizkiy, M. (Supervisor 2)

    Student thesis: Master

    File

    Automated datasheet generation: for LED products

    Author: Jurado Solis, P., 28 May 2018

    Supervisor: Medeiros de Carvalho, R. (Supervisor 1), van der Voort, E. (External person) (External coach) & Yakovets, N. (Supervisor 2)

    Student thesis: Master

    File

    Discovering process models from log skeletons using an evolutionary approach

    Author: Hu, X., 31 Aug 2018

    Supervisor: Medeiros de Carvalho, R. (Supervisor 1), Verbeek, H. (Supervisor 2) & Firat, M. (Supervisor 2)

    Student thesis: Master

    File

    Event log mining on sepsis clinical path: classification and regression study

    Author: Zhang, Y., 28 Oct 2019

    Supervisor: Medeiros de Carvalho, R. (Supervisor 1)

    Student thesis: Master

    File

    Healthcare process analysis and prediction models using triage data

    Author: Kambayatughar, J., 30 Sep 2019

    Supervisor: Medeiros de Carvalho, R. (Supervisor 1)

    Student thesis: Master

    File