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Collaborative Evaluation to Build Closed Repositories on Business Process Models

Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Lucinéia Heloisa Thom
2014 Proceedings of the 16th International Conference on Enterprise Information Systems  
Despite the positive results of the current mechanisms, there is no defined collaborative methodology to create a closed repository evaluation for these search mechanisms.  ...  The evaluation metrics used can measure the consensus degree in the results, therefore confirming the methodology feasibility to create an open access, scalable and expandable closed BP repository with  ...  They also acknowledge the Institute of Informatics for sharing their infrastructure. Finally, we would like to state that this research was partially supported by CAPES and CNPq, Brazil.  ... 
doi:10.5220/0004881203110318 dblp:conf/iceis/OrdonezCCWT14 fatcat:ltk6qhc7png6tfemqgw5zeegcq

Content-based search of model repositories with graph matching techniques

Bojana Bislimovska, Alessandro Bozzon, Marco Brambilla, Piero Fraternali
2011 Proceeding of the 3rd international workshop on Search-driven development: users, infrastructure, tools, and evaluation - SUITE '11  
In this thesis, the problem of content-based search for a repository of models is investigated.  ...  Repositories contain all the data and documents for a software project, but they also contain business process models and application models.  ...  search in model repositories.  ... 
doi:10.1145/1985429.1985431 fatcat:7ssdhdbbs5baro7pvbyuc4763e

An Extensible Platform for Process Model Search and Evaluation

Christian Ress, Matthias Kunze
2013 International Conference on Business Process Management  
We present a platform that integrates a number of process model search techniques and provides a uniform interface for query formulation and search result presentation, as well as a framework to evaluate  ...  The platform provides researchers with a common infrastructure to embed their search technique in form of a dedicated search engine.  ...  Particular techniques to match a query with models from the process model repository are realized in dedicated search engines.  ... 
dblp:conf/bpm/RessK13 fatcat:dnlmkykifzbqhf465iwze7asku

An Empirical Assessment of the Effect of Context-Based Semantic Annotation on Process Model Discovery [chapter]

Mturi Elias, Paul Johannesson
2012 Lecture Notes in Business Information Processing  
CPSAM is a context-based process semantic annotation model for annotating business processes in a process model repository.  ...  The evaluation is supposed to test whether process annotation based on the CPSAM can facilitate searching, navigation and understanding of process models stored in a repository.  ...  F-measure is a standard measure for evaluating information retrieval results [21] .  ... 
doi:10.1007/978-3-642-31069-0_30 fatcat:qdm3nlz7cbhhnenkr7kfpzpbra

Textual and Content-Based Search in Repositories of Web Application Models

Bojana Bislimovska, Alessandro Bozzon, Marco Brambilla, Piero Fraternali
2014 ACM Transactions on the Web  
This paper examines two different techniques for indexing and searching model repositories, with a focus on Web development projects encoded in a Domain Specific Language.  ...  Keyword-based and content-based search (also known as query-by-example) are contrasted, with respect to the architecture of the system, the processing of models and queries, and the way in which metamodel  ...  With the notable exception of Business Process Models repositories, where research has investigated similarity measures for the specific syntax and semantics of process models [Mendling et al. 2007; Niemann  ... 
doi:10.1145/2579991 fatcat:56jhidk23bc3bj6wzsl5sq72ha

Graph-Based Search over Web Application Model Repositories [chapter]

Bojana Bislimovska, Alessandro Bozzon, Marco Brambilla, Piero Fraternali
2011 Lecture Notes in Computer Science  
In this paper, we explore the use of graph-based similarity search as a tool for expressing queries over model repositories, uniformly represented as collections of labeled graphs.  ...  For reuse to take place, developers must be able to perform effective searches across vast collections of models, locate model fragments of potential interest, evaluate the usefulness of the retrieved  ...  The node type similarity cutoff threshold has been set to 0.6. For the evaluation we performed the 15 queries in all the 9 scenarios and we calculated the average values for the quality measures.  ... 
doi:10.1007/978-3-642-22233-7_7 fatcat:c5cdr2jxr5eczlecayj6pztj7u

Semantic Querying of Business Process Models

Ahmed Awad, Artem Polyvyanyy, Mathias Weske
2008 2008 12th International IEEE Enterprise Distributed Object Computing Conference  
We provide a business process model search engine implementation for evaluation of the proposed approach.  ...  In this paper we propose an automated approach for querying a business process model repository for structurally and semantically relevant models.  ...  The BPMN-Q query proces-sor is responsible for performing process model search in the process model repository for a given query and arranging search results for a set of expanded queries prior delivering  ... 
doi:10.1109/edoc.2008.11 dblp:conf/edoc/AwadPW08 fatcat:4cwefwyu5nfrndj6qmojij2p5e

Metric Trees for Efficient Similarity Search in Large Process Model Repositories [chapter]

Matthias Kunze, Mathias Weske
2011 Lecture Notes in Business Information Processing  
However, due to performance reasons, an exhaustive similarity search by pairwise comparison is not feasible in large process model repositories.  ...  A detailed investigation of this approach is provided along with a quantitative evaluation thereof, showing its suitability and scalability in large process model repositories.  ...  compare a given query model with a model from the repository is applicable if it yields a metric, cf. Definition 1. Other aspects of process model search, cf.  ... 
doi:10.1007/978-3-642-20511-8_49 fatcat:phkwehtfa5gfxi7ade4sic3pyi

Business Process Models Clustering Based on Multimodal Search, K-means, and Cumulative and No-Continuous N-Grams

Hugo Ordoñez, Luis Merchán, Armando Ordoñez, Carlos Cobos
2016 POLIBITS Research Journal on Computer Science and Computer Engineering With Applications  
Due to the large volume of process repositories, finding a particular process may become a difficult task. This paper presents a method for indexing, search, and grouping business processes models.  ...  Obtained results outperform the precision, recall and F-measure of previous approaches.  ...  HC uses cosine coefficient to measure the similarity between two process models and implements an agglomerative hierarchical algorithm for clustering.  ... 
doi:10.17562/pb-54-4 fatcat:7akk37rb4behnhlyd2kbuuvl6i

Evaluating Social Tagging for Business Process Models [chapter]

Ralf Laue, Michael Becker
2013 Lecture Notes in Business Information Processing  
Finding business process models in a model repository is a challenge that needs to be tackled for efficient business process management.  ...  We discuss first insights and perspectives for tag-based search for process models.  ...  The results of this paper can be seen as a first evaluation of searching process models based on tag similarity.  ... 
doi:10.1007/978-3-642-36285-9_33 fatcat:zsa4rfbprbenjhw6b5gj4yo72m

Searching for and positioning of contextualized learning objects

Silvia Margarita Baldiris Navarro, Sabine Graf, Ramon Fabregat, Nestor Darío Duque Méndez
2012 International Review of Research in Open and Distance Learning  
A layered evaluation yielded good results for the process of placing learning objects from controlled learning object repositories into a learning design, and permitting educators to define different open  ...  To address these issues, we introduced two processes: LORSE, a distributed LO searching process, and LOOK, a micro context-based positioning process, respectively.  ...  Acknowledgments The authors acknowledge the support of NSERC and the European Commission for its support  ... 
doi:10.19173/irrodl.v13i5.1255 fatcat:sh6on63rwbbl7lkom3troag5f4

A K-Means Based Multi-level Text Clustering Algorithm for Retrieval of Research Information

Damaris Ndinda Waema, Petronilla Muriithi, George Okeyo
2019 International Journal of Computer Applications Technology and Research  
As a result there is duplication of research, fewer opportunities for networking, and difficulty in detecting scientific fraud.  ...  To enable further enhancements and improvements, the algorithm will be released to the public domain for use in similar application domains or extension by other researchers.  ...  ACKNOWLEDGEMENTS I want to express my gratitude to my employer Jomo Kenyatta University of Agriculture and Technology for sponsoring my studies and supporting this research work.  ... 
doi:10.7753/ijcatr0803.1003 fatcat:na4773vylbc7zoeztvgzm4cpei

TAGER: Transition-Labeled Graph Edit Distance Similarity Measure on Process Models [chapter]

Zixuan Wang, Lijie Wen, Jianmin Wang, Shuhao Wang
2014 Lecture Notes in Computer Science  
Besides, the T-labeled graphs (an isomorphic graph of the coverability graph) of models are independent, so TAGER can be used as the index for searching process models in a repository.  ...  Although several approaches have been proposed to compute the similarity between process models, they have various limitations.  ...  There is an urgent requirement for searching the specific models among the process repository.  ... 
doi:10.1007/978-3-662-45563-0_11 fatcat:67amnieotffdhhqyzdkgp6wdam

A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions

Hugo Ordoñez, Jose Torres-Jimenez, Carlos Cobos, Armando Ordoñez, Enrique Herrera-Viedma, Gildardo Maldonado-Martinez, M. Sohel Rahman
2019 PLoS ONE  
Friedman and Wilcoxon non-parametric tests gave a 90-95% significance level to the obtained results. Better options of repository search for BPs help companies to reuse them.  ...  The proposed algorithm outperforms other algorithms in various measures (precision, recall, and F-measure) by between 12% and 88%.  ...  Acknowledgments We are especially grateful to Colin McLachlan for his help in translating the document and reviewing the English text.  ... 
doi:10.1371/journal.pone.0217686 pmid:31194758 pmcid:PMC6564420 fatcat:6ss43flmp5e4fezcch6hjqlxka

Similarity Search of Business Process Models

Marlon Dumas, Luciano García-Bañuelos, Remco M. Dijkman
2009 IEEE Data Engineering Bulletin  
The goal is to identify process models in a repository that most closely resemble a given process model or a fragment thereof.  ...  Similarity search is a general class of problems in which a given object, called a query object, is compared against a collection of objects in order to retrieve those that most closely resemble the query  ...  In this paper we review recent developments pertaining to one particular search feature over process model repositories, namely similarity search [3] .  ... 
dblp:journals/debu/DumasGD09 fatcat:poozlad5lvebbm4dz626a3dwoq
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