Table A1

Concept matrix with outlet and covered parts of the IOC framework

SourceOutletUncertainty sourcesPer-formanceCoordination mechanisms
EPTStructuralProcessIT-mediated (coPM)
Aksu et al. (2016) IEEE Conference on Business InformaticsX     X (Comparison)
Azzini and Ceravolo (2013) IEEE International Congress on Big Data      X (Data integration)
Bernardi et al. (2014) IEEE Symposium on Computational Intelligence and Data Mining      X (Architecture including Discovery)
Bernardi et al. (2018) Journal of Information and Knowledge Management      X (Architecture including Discovery)
Buijs and Reijers (2014) Enterprise, Business Process and Information Systems Modeling   (X)  X (Analytical technique and visualization for process comparison)
Buijs et al. (2012b) International Conference on Business Process Management   (X)X (Metrics identification)  
Buijs et al. (2013) International Conference on Business Process Management      X (Discovery)
Canjels et al. (2019) International Conference on Business Process Management   XX (Three-step methodology)  
Claes and Poels (2014) Expert Systems with Applications      X (Data integration)
Corradini et al. (2022) Enterprise, Business Process and Information Systems Modeling      X (Discovery)
D'Iddio et al. (2016a) IEEE International Carnahan Conference on Security Technology      X (Conformance Checking)
D'Iddio et al. (2016b) IEEE International Carnahan Conference on Security Technology      X (Conformance Checking)
Deokar and Tao (2020) Information Systems Frontiers      X (Discovery)
Elkoumy et al. (2020a) Enterprise, Business Process and Information Systems Modeling      X (Architecture including data anonymization and Discovery)
Elkoumy et al. (2020b) International Conference on Business Process Management      X (Architecture including data anonymization and Discovery)
Engel and Bose (2014) Hawaii International Conference on System Sciences   (X)   
Engel et al. (2011) International Conference on Electronic Commerce and Web Technologies      X (Architecture including data pre-processing and process mining analysis)
Engel et al. (2012) International Conference on Advanced Information Systems Engineering  X   X (Data pre-processing)
Engel et al. (2013a) International Conference on Advanced Information Systems Engineering      X (Data pre-processing)
Engel et al. (2016) Information Systems and e-Business Management   (X)  X (Architecture including data pre-processing and process mining analysis)
Gerke et al. (2009b) International Conference on Business Information Systems      X (Data pre-processing)
Gerke et al. (2009a) IEEE Conference on Commerce and Enterprise Computing      X (Data pre-processing)
González and Delgado (2021) Hawaii International Conference on System Sciences    X (Compliance formalization)  
Helm and Küng (2016) International Conference on Information Technology in Bio- and Medical Informatics    X (Extended L* lifecycle model)  
Hernandez-Resendiz et al. (2021) Studies in Computational Intelligence      X (Data pre-processing and Discovery)
Ho et al. (2009) International Journal of Production Research X  X (Process Mining cycle for global optimization) X (Architecture including process mining analysis)
Ivković and Luković (2021) European Conference on Advances in Databases and Information Systems      X (Framework for smart contract validation)
Jacobi et al. (2020) Logistics JournalXX     
Khan et al. (2021) International Conference on Service-Oriented Computing      X (Discovery)
Kim et al. (2020) Applied Sciences    X (Colla-borative perspectives, success factors and KPIs) X (Architecture)
Klinkmüller et al. (2019) International Conference on Business Process Management      X (Framework for Blockchain data pre-processing)
Krathu et al. (2014) IEEE Conference on Business Informatics   (X)  X (Framework for process mining analysis)
Lamghari et al. (2020) International Conference Europe Middle East and North Africa Information Systems and Technologies to Support Learning      X (Framework including data pre-processing and Discovery)
Li (2010) International Conference on Management and Service Science      X (Discovery)
Liu (2020) IEEE International Conference on Web Services      X (Discovery)
Liu et al. (2019) IEEE Transactions on Services Computing      X (Discovery)
Liu et al. (2023a) IEEE Transactions on Automation Science and Engineering      X (Discovery)
Liu et al. (2023b) IEEE Transactions on Systems, Man, and Cybernetics: Systems      X (Discovery)
Mans et al. (2008) Studies in Health Technology and Informatics   (X)   
Maruster et al. (2003) International Conference on Advances in Production Management Systems  X X (Three-step methodology)  
Morales-Sandoval et al. (2021) PeerJ Computer Science      X (Data pre-processing of blockchain data)
Mühlberger et al. (2019) International Conference on Business Process Management      X (Data pre-processing of blockchain data)
Müller et al. (2022) Lecture Notes in Business Information Processing      X (System architecture)
Partington et al. (2015) ACM Transactions on Management Information Systems  X(X)   
Pini et al. (2015) Asia–Pacific Conference on Business Process Management      X (Visualization techniques for comparison)
Pourmasoumi et al. (2017) Information Systems Frontiers      X (Discovery of process fragments)
Rafiei and Van Der Aalst (2023) IEEE Access      X (Privacy-preserving abstraction-based discovery)
R'Bigui and Cho (2017) International Journal of Business Process Integration and Management       
Rott and Böhm (2022b) Pacific Asia Conference on Information Systems X  X (Value distribution concepts)  
Rozsnyai et al. (2012) Annual SRII Global Conference      X (Architecture)
Sun et al. (2011) IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans      X (Framework)
Suriadi et al. (2014) Asia–Pacific Business Process Management   (X)   
Tajima et al. (2023) IEEE Access      X (Data pre-processing)
Talamo et al. (2013a) International Carnahan Conference on Security Technology      X (Conformance Checking)
Talamo et al. (2013b) IEEE Conference on Communications and Network Security      X (Conformance Checking)
Talamo et al. (2015) IEEE International Carnahan Conference on Security Technology   X  X (Conformance Checking)
Talamo et al. (2015) Lecture Notes in Business Information Processing      X (Usage of blockchain technology to create a cross-organizational event log)
van der Aalst et al. (2012) International Conference on Business Process Management       
van der Aalst et al. (2012) OTM Confederated International Conferences “On the Move to Meaningful Internet Systems”       
van der Aalst (2011a) European Conference on Web Services      X (Discovery)
van der Aalst (2011b) IFIP Working Conference on The Practice of Enterprise Modeling       
van der Aalst (2021) IEEE International Conference on Smart Data Services      X (Data pre-processing)
Wang et al. (2018) International Conference on Digital Government ResearchX     (Compliance monitoring framework)
Yilmaz and Senkul (2015) International Symposium on Data-Driven Process Discovery and Analysis   (X)  X (Enhancement and improvement recommendations)
Zeng et al. (2013) Decision Support Systems      X (Discovery)
Zeng et al. (2020) IEEE Access      X (Discovery)
Sum3322 (9)8051

Note(s): E: Environmental uncertainty; P: Partnership uncertainty; T: Task uncertainty

Source(s): Table by authors; Bensaou and Venkatraman (1996) 

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