| A | B | C | D | E | F | G | H | I | J | |
|---|---|---|---|---|---|---|---|---|---|---|
1 | Title | Year | Site | Venue | Research Activity | Filtering | Counting | Pre-Processing Operations | Activity over models | Approach topic |
2 | A classification of BPMN collaborations based on safeness and soundness notions | 2018 | https://arxiv.org/abs/1809.06178 | Electronic Proceedings in Theoretical Computer Science, EPTCS | A classification of BPMN collaborations based on safeness and soundness notions | - | - | - | Approach evaluation | Analysis of BP properties |
3 | A concept for generating business process models from natural language description | 2018 | https://link.springer.com/chapter/10.1007/978-3-319-99365-2_8 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Extract process from natural language text | - | - | - | Approach demonstration | Generation of BP from natural language |
4 | Collaboration vs. choreography conformance in BPMN | 2020 | https://arxiv.org/abs/2002.04396 | Logical Methods in Computer Science | Formal framework for cheking conformance of choreography against collaboration | - | - | - | Approach evaluation | Conformance Checking between Collaboration and Choreography |
5 | Constraint-based identification of complex gateway structures in business process models | 2018 | https://link.springer.com/chapter/10.1007/978-3-319-91262-2_69 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Method for identifying paralleland alternative gateway structures in BPMN models | - | - | - | Approach demonstration | Study over modelling practices |
6 | Context-sensitive textual recommendations for incomplete process model elements | 2016 | https://link.springer.com/chapter/10.1007/978-3-319-23063-4_13 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Three strategies fornaming process elements and a context-sensitive ranking to present themost relevant naming recommendations to the use | - | - | - | Approach evaluation | Improving incomplete labels |
7 | Detecting Semantic Business Process Model Clones | 2021 | https://elib.dlr.de/141598/ | CEUR Workshop Proceedings | Method for detecting clones in bp models | - | - | - | Approach evaluation | Clone Detection in BP |
8 | Dynamic reconfiguration of business processes | 2019 | https://link.springer.com/chapter/10.1007/978-3-030-26619-6_5 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Fully automated technique which uses control synthesis to not only pro-duce correct-by-construction workflows from business process requirements process | - | - | - | Approach evaluation | Reconfiguration of BP |
9 | Exploring new directions in traceability link recovery in models: The process models case | 2018 | https://link.springer.com/chapter/10.1007/978-3-319-91563-0_22 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 3 Techniques for TLR in Models | - | - | - | Approach evaluation | Treaceability link recovery in BP |
10 | Extending drag-and-drop actions-based model-to-model transformations with natural language processing | 2020 | https://www.mdpi.com/842666 | Applied Sciences (Switzerland) | Technique for the model transformation | - | - | - | Approach evaluation | Model-to-Model Trasformation with NLP |
11 | Indicators for open issues in business process models | 2016 | https://link.springer.com/chapter/10.1007/978-3-319-30282-9_7 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Study on generic problems that affect BP models | - | - | - | Approach evaluation | Study over BP issues |
12 | Intelligent Support of the Business Process Model Analysis and Improvement Method | 2019 | https://link.springer.com/chapter/10.1007/978-3-030-39459-2_6 | Communications in Computer and Information Science | Supporting technique for business process model analysis and improvement. | - | - | - | Approach evaluation | BP Analysis and Improvement |
13 | Ls3: Latent semantic analysis-based similarity search for process models | 2017 | https://emisa-journal.org/emisa/article/view/141 | ENTERPRISE MODELLING AND INFORMATION SYSTEMS ARCHITECTURES-AN INTERNATIONAL JOURNAL | a Latent Semantic Analysis-based similarity measure for retrieving similar models | - | - | - | Approach evaluation | Clone Detection in BP |
14 | Mining CSTNUDs significant for a set of traces is polynomial | 2021 | https://www.sciencedirect.com/science/article/pii/S0890540121000882?casa_token=U4hoBL60AB0AAAAA:btXQonOaCTpHOdtJFHQOnTJd-30UfQM8VQ5FqNGGPQV6dg7iFkj6R2CPohiH0xxIog95OofzX6A | Information and Computation | Discovering of CSTNUD | - | - | - | Log Generation,Approach evaluation | Mining Temporal Networks from BP logs |
15 | On the road to benchmarking BPMN 2.0 workflow engines | 2015 | https://dl.acm.org/doi/abs/10.1145/2668930.2695527 | ICPE 2015 - Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering | Benchmark of workflow systems | - | - | - | Approach evaluation | Performance Analysis of Workflow Engines |
16 | Performance comparison between BPMN 2.0 workflow management systems versions | 2017 | https://link.springer.com/chapter/10.1007/978-3-319-59466-8_7 | Lecture Notes in Business Information Processing | Benchmark of workflow systems | - | - | - | Approach evaluation | Performance Analysis of Workflow Engines |
17 | Resource controllability of business processes under conditional uncertainty | 2021 | https://link.springer.com/article/10.1007/s13740-021-00119-w | Journal on Data Semantics | Zeta, a tool for checking controllability of CCNDs, synthesizingexecution strategies, and executing controllable CCNDs | - | - | - | Approach evaluation | Management of BP with resource constraints |
18 | Towards guiding process modelers depending upon their expertise levels | 2015 | https://link.springer.com/chapter/10.1007/978-3-319-19243-7_6 | Advanced Information Systems Engineering Workshops | Guiding process modelers depending upon their expertise levels | - | - | - | Usage as material for an empirical study | Study over modelling practices |
19 | Traceability Links Recovery in BPMN Models | 2019 | http://ceur-ws.org/Vol-2370/paper-06.pdf | CEUR Workshop Proceedings | Study on the Trace-ability Links Recovery between requirements and BPMN models. | - | - | - | Approach evaluation with only one model | Treaceability link recovery in BP |
20 | TraceWalk: Semantic-based process graph embedding for consistency checking | 2019 | https://arxiv.org/abs/1905.06883 | Computation and Language | A deep learning to perform PCC. Specifically, we proposedTraceWalk, using semantic information of pro-cess graphs to learn latent node representations, andintegrates it into a convolutional neural network(CNN) based model calledTraceNetto predict consistencies | - | - | - | Approach evaluation | Process Consistency Checking |
21 | Towards a rule-based recommendation approach for business process modeling | 2020 | https://link.springer.com/chapter/10.1007/978-3-030-76352-7_4 | In International Conference on Service-Oriented Computing 2020 | A rule-based recommendation approach for business process modeling | - | - | - | Approach evaluation | Rule-based activity recommendation |
22 | Extracting data objects and their states from process models | 2013 | https://ieeexplore.ieee.org/abstract/document/6658261?casa_token=dL-Y6RKgWokAAAAA:j4S6PNwhWM6vchVFfTDjK7G-mEYy0bMT1rZtmRWt7Y9wVQvdRftsS3yQYb9sz5cwxOGwMZMefQ | Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOC | Techniques for generate data objects | - | - | - | Usage as material for an empirical study | Generation of Data Objects from BP' labels |
23 | Towards the generalized criterion for evaluation of business process model quality | 2020 | http://ceur-ws.org/Vol-2791/2020200019.pdf | CEUR Workshop Proceedings | Define a set of criterion for the evaluation of business process quality | - | Size (number of events, gateways, tasks, and sequence flows). Gateway mismatch (sum of gateway pairs that do not match each other) Connectivity coefficient (ratio of the number of arcs to the number of nodes) Control flow complexity (sum over all gateways weighted by their potential combi-nations of states after the split) | Model size,Gateway mismatch,Connectivity coefficient,Control flow complexity | Study models quality | Evaluation of BP model Quality |
24 | Towards the Method and Information Technology for Evaluation of Business Process Model Quality | 2021 | https://link.springer.com/chapter/10.1007/978-3-030-77592-6_5 | Communications in Computer and Information Science | Evaluation of business process quality | - | Size (number of events, gateways, tasks, and sequence flows). Gateway mismatch (sum of gateway pairs that do not match each other) Connectivity coefficient (ratio of the number of arcs to the number of nodes) Control flow complexity (sum over all gateways weighted by their potential combi-nations of states after the split) | Model size,Gateway mismatch,Connectivity coefficient,Control flow complexity | Study models quality | Evaluation of BP model Quality |
25 | Spotting terminology deficiencies in process model repositories | 2013 | https://link.springer.com/chapter/10.1007/978-3-642-38484-4_21 | Lecture Notes in Business Information Processing | Spotting terminology deficiencies in process model repositories | Checking process labels | - | Activity Label Extraction | Approach evaluation | Identification of synonym and homonym words in model repositories |
26 | Workflow recommendation based on graph embedding | 2020 | https://ieeexplore.ieee.org/abstract/document/9284198/?casa_token=mseP27yFb7oAAAAA:FW4ZOpv23-bqroYB5UQ3AjNz6PnD4eizYsyqWsuVNsm5kwUzPGmN5rTBBlgeEzYaBFXWIwP7Mw | Proceedings - 2020 IEEE World Congress on Services, SERVICES 2020 | Workflow recommendation based on graph embedding | Only Sentences labels | - | Activity Label Extraction | Approach evaluation | Recommendation Method for BP modeling |
27 | RLRecommender: a representation-learning-based recommendation method for business process modeling | 2018 | https://link.springer.com/chapter/10.1007/978-3-030-03596-9_34 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | RLRecommender: A representation-learning-based recommendation method for business process modeling | Only English Mandatory activity name | - | Labels Language,Label Type | Approach evaluation | Recommendation Method for BP modeling |
28 | A rule-based recommendation approach for business process modeling | 2021 | https://link.springer.com/chapter/10.1007/978-3-030-79382-1_20 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | A rule-based approach for activity recommendationin process models | Unique English Labels; | Activities 3>x>50 | Labels Language, Number of specific element | Approach evaluation | BP Modeling activity recomandation |
29 | RoSE: reoccurring structures detection in bpmn 2.0 process model collections | 2016 | https://link.springer.com/chapter/10.1007/978-3-319-48472-3_15 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | RoSE: Reoccurring structures detection in BPMN 2.0 process model collections | No cyclic processes | - | Model cyclicity | Approach evaluation | Recommendation Method for BP modeling |
30 | A guidelines framework for understandable BPMN models | 2018 | https://www.sciencedirect.com/science/article/pii/S0169023X1630341X?casa_token=3tIf7TzonvAAAAAA:vLffIXl9XxFb9O3jiWY-sh2lURvbiXGgn9yXVqWVt7dJrJlR1_0LI9CAP120uxmWWOaUD6i5I9k | Data and Knowledge Engineering | A guidelines framework for understandable BPMN models | Full connectedness model size>5 From .json to .bpmn | Model size | Model Format Change, Model size, Connectedness, | Approach evaluation | Check models quality |
31 | A platform for research on process model collections | 2012 | https://link.springer.com/chapter/10.1007/978-3-642-33155-8_2 | Lecture Notes in Business Information Processing | Development of an "analysis platform" to support the exchange of practice and research and especially to support the scientific community in their research | From .json to .bpmn | Number of activities | Model Format Change,Number of specific element | Approach evaluation | Repository of BP models |
32 | A formal approach to modeling and verification of business process collaborations | 2018 | https://www.sciencedirect.com/science/article/pii/S0167642318302053?casa_token=_8EPwdNXU5IAAAAA:O-PxqP8WEtgcjBuAQbEc5fksgzQOmYWsiHKQZc_DTxkOUbo8kfnHYZMnGyhO7ZZAYmaSIniOdcc | Science of Computer Programming | Formal verification framework | Full connectedness | Model size | Model size, Connectedness | Approach evaluation | Analysis of BP Collaborations properties |
33 | A formal approach for the analysis of BPMN collaboration models | 2021 | https://www.sciencedirect.com/science/article/pii/S0164121221001047?casa_token=ia-l4XFvxwoAAAAA:mcdvQQBJcQxIF_PqK4kWiIGEG7t2HZ9iDhvDEqSws7w67wU5e0dEwTdD1E0cVnczWADBpHjE8VM | Journal of Systems and Software | A formal approach for the analysis of BPMN collaboration models | No invalid Full connectedness model size>5 | - | Model size, Connectedness, Model Validity | Approach evaluation | Analysis of BP Collaborations properties |
34 | Checking Business Process Correctness in Apromore | 2018 | https://books.google.com/books?hl=en&lr=&id=H_ZeDwAAQBAJ&oi=fnd&pg=PA114&dq=%22bpmai.org%22&ots=7X_Jlwl2E8&sig=XDSkZw3l7qEYB-cFUDgWb8Jfwgs | Lecture Notes in Business Information Processing | Checking Business Process Correctness in Apromore | Last version Full connectedness model size>5 | Model size Model properties (soundness,safeness) | Model size, Connectedness, Process Properties, Version number | Approach evaluation | Analysis of BP properties |
35 | Ensuring the canonicity of process models | 2017 | https://www.sciencedirect.com/science/article/pii/S0169023X17301593?casa_token=NPo05PtzlvsAAAAA:O2ZGh_7ONceh8elO2Z5QF9lgI-HDBJHWH27bwgxKKUx6B4ByLUdM6x5k6nhF-1016qTwYCDSWU0 | Data and Knowledge Engineering | Introduction of the notion of canonicity to prevent the mixing of natural language and modeling language | proper English labels | Model size Number of labels | Model size, Number of specific element | Approach evaluation | Detection of activity labeling anti-patterns |
36 | Trends on the Usage of BPMN 2.0 from Publicly Available Repositories | 2021 | https://link.springer.com/chapter/10.1007/978-3-030-87205-2_6 | BIR 21 | Trends on the Usage of BPMN 2.0 from Publicly Available Repositories | Models size | Counting BPMN elements | Model size,Number of specific element | Study over modelling notation | Study over modelling practices |
37 | Correctness checking for BPMN collaborations with sub-processes | 2020 | https://www.sciencedirect.com/science/article/pii/S0164121220300716?casa_token=G_9JOHeI7qsAAAAA:rsumyzRfi9S9tdgaaHpih81VKWaJN8YWqCXRiQH8BOrdsXwoa7FqCpr5j4k4nLlr_I49gMMhpGE | Journal of Systems and Software | Correctness of aspect-oriented business process modeling | Only collaboration | - | Model type | Approach evaluation | Correctness checking for BPMN collaborations with sub-processes |
38 | A layered reference architecture for metamodels to tailor quality modeling and analysis | 2019 | https://ieeexplore.ieee.org/abstract/document/8662719?casa_token=fn1JDWcd5AkAAAAA:RNqTTtBuei1sKIZRoK08AL5iKDFFDF3Gm3x8tvnJ-Lm_GzkWaiKORJAoVsPYU0MNoNhl2OTeCQ | IEEE Transactions on Software Engineering | Development of a layered reference architecture for meta-models | Removing invalid models | - | Model Validity | Approach evaluation | Meta-Modeling study |
39 | Control Flow Structure preservation during Process Fragment Anonymization | 2017 | https://link.springer.com/chapter/10.1007/978-3-319-69462-7_6 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Multiple control flows from thesame process collection to minimize the similarity between the originaland the anonymized on | 4>= gateways 12>= of nodes | - | Number of specific element | Approach evaluation | Control flow anonymiza-tion approach |
40 | Business process modeling: Vocabulary problem and requirements specification | 2014 | https://dl.acm.org/doi/abs/10.1145/2666216.2666217 | SIGDOC 2014 - Proceedings of the 32nd Annual International Conference on the Design of Communication | Experiment in analysing vocabulary problem in process models | Activities =20 | - | Number of specific element | Approach evaluation | Supporting the definition of the activities's labels |
41 | Using Verb Abstractness for Detecting Terminological Inconsistency. | 2015 | http://ceur-ws.org/Vol-1527/paper4.pdf | CEUR Workshop Proceedings | A new approach that utilizes hypernym hierarchies which helps users to align the level of detail within one process model | proper English labels | Counting BPMN elements | Number of specific element | Approach evaluation | Detecting Inconsistency in BP labels |
42 | An experiment on an ontology-based support approach for process modeling | 2017 | https://www.sciencedirect.com/science/article/pii/S0950584916303263?casa_token=TDQakFvkeisAAAAA:XQC9JpAc9vosBHoSuh9rDu5xrb3bBnuf_eFPpof3uPwJMMzaJbA0C3esYIQFv_c5ckxzeus4quM | Information and Software Technology | Development of an Ontology for the supporting of process modeling | Language and last version Pool/Lane No Placeholder/Acronym models | - | Number of specific element, Label Type, Labels Language | Approach evaluation | Study over modelling practices |
43 | Analysis of Prevalent BPMN Layout Choices on GitHub. | 2021 | http://ceur-ws.org/Vol-2839/paper9.pdf | CEUR Workshop Proceedings | Understand prevalent choices of modelers for their design of BPMN diagram (layouts, modeler type..etc) | Removing invalid models Toy/not toy model analysing labels | -sequence flow -attività -bpmn modeler -conteggio nodi -conteggio pool -conteggio sui tipi di layout | Number of specific element, Label Type, Model Validity, Layout Type, Used modeler | Approach evaluation | Study over modelling practices |
44 | Natural language-based detection of semantic execution anomalies in event logs | 2021 | https://www.sciencedirect.com/science/article/pii/S030643792100065X?casa_token=gMAqY4xAMigAAAAA:BINZ0jUYRSYtZk33oobp2ECJrpBACNn2dbUmPaa5X_p_8w836hUxbWlyoeJuvygJRhV6QUdKaXQ | Information Systems | An approach that exploits the natural language associated with events | English labels At least 2 activities Trasfor. into a sound W-Net | - | Number of specific element, Labels Language, Model Format Change, | Approach evaluation | Anomalies detection in event logs |
45 | Automatic detection and resolution of lexical ambiguity in process models | 2015 | https://ieeexplore.ieee.org/abstract/document/7027184/?casa_token=48QuGxyG1xgAAAAA:yekzeQiUpoHoR97nCO6bCCsWdBfROjG8u70UhClgMxYXTFpu07O2feVQ5ijeknryGJF0o82LRA | Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI) | Technique for detecting and resolves lexical problems in BPs | English labels | Number of labels | Number of specific element, Labels Language, Activity Label Extraction | Approach evaluation | Detection and resolution of lexical ambiguity in models' labels |
46 | When language meets language: Anti patterns resulting from mixing natural and modeling language | 2014 | https://link.springer.com/chapter/10.1007/978-3-319-15895-2_11 | Lecture Notes in Business Information Processing | Increasing thecurrent understanding of mixing natural and modeling language | Only English | Counting labels and activities | Number of specific element,Labels Language | Approach evaluation | Detection of activity labeling anti-patterns |
47 | BProVe: a formal verification framework for business process models | 2017 | https://ieeexplore.ieee.org/abstract/document/8115635?casa_token=YWDKujt4ONUAAAAA:JPpH08HuCaFVqyDanKa6zkVePdqRG0q1i5DvQDLKwCRXq3krJl_VUstG_KPFSsBNNdO6gAo3Dg | ASE 2017 - Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering | Formal verification framework | Last version Full connectedness model size>5 | - | Version number, Number of specific element, Connectedness, Model Format Change | Approach evaluation | Analysis of BP properties |
48 | BProVe: tool support for business process verification | 2017 | https://ieeexplore.ieee.org/abstract/document/8115708/?casa_token=AvhSLN284wQAAAAA:FGOz5wL-s01KwWSwLrkWPhw49UkSo9eaB5-sTBPzBhHJfdCRal7mHWY9IsWGfUhhxhYR9_tA6Q | ASE 2017 - Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering | Formal verification framework | Last version Full connectedness model size>5 | - | Version number, Number of specific element, Connectedness, Model Format Change | Approach evaluation | Analysis of BP properties |
49 | On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling | 2021 | https://link.springer.com/chapter/10.1007/978-3-030-94343-1_1 | Lecture Notes in Business Information Processing | Graph Completion Methods for Activity Recommendation in Business Process Modeling | Last version Activities 3>x>50 English labels | - | Version number, Number of specific element, Labels Language | Approach evaluation | Activity Recomendation in BP Modeling |
50 | ||||||||||
51 | METRICS | METADATA | ||||||||
52 | Number of specific element | 15 | Lables Language | 7 | ||||||
53 | Model size | 8 | Version number | 4 | ||||||
54 | Connectedness | 6 | Model Validity | 3 | ||||||
55 | Gateway mismatch | 2 | Label Type | 3 | ||||||
56 | Connectivity coefficient | 2 | Used modeler | 1 | ||||||
57 | Control flow complexity | 2 | Model type | 1 | ||||||
58 | Model cyclicity | 1 | ||||||||
59 | Layout Type | 1 |