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Event correlation for process discovery from web service interaction logs

Hamid Reza Motahari-Nezhad, Regis Saint-Paul, Fabio Casati, Boualem Benatallah
2010 The VLDB journal  
In this paper, we investigate the problem of event correlation for business processes that are realized through the interactions of a set of Web services.  ...  We identify various ways in which process-related events could be correlated as well as investigate the problem of discovering event correlation (semi-) automatically from service interaction logs.  ...  Beheshti for assisting in the experimentation of the tool usage.  ... 
doi:10.1007/s00778-010-0203-9 fatcat:7ekg3wpe25e37jnkmd42ss4v5a

Challenges in Service Mining: Record, Check, Discover [chapter]

Wil M. P. van der Aalst
2013 Lecture Notes in Computer Science  
Process mining aims to discover, monitor and improve real processes by extracting knowledge from event logs abundantly available in today's information systems.  ...  analyzing web services.  ...  [15] developed techniques for event correlation and process discovery from web service interaction logs.  ... 
doi:10.1007/978-3-642-39200-9_1 fatcat:bfiueg2zfbgifhfn6d2kykjdii

Using Graph Aggregation for Service Interaction Message Correlation [chapter]

Adnene Guabtni, Hamid Reza Motahari-Nezhad, Boualem Benatallah
2011 Lecture Notes in Computer Science  
interaction log not only for disparate pairs of messages but also for sequences of messages corresponding to process instances.  ...  However, sometimes, the Correlation Conditions (CC) allowing to identify correlations of messages from a service interaction log are not known.  ...  This work presents an approach for the discovery of correlation identifiers in messages from the log of service interactions.  ... 
doi:10.1007/978-3-642-21640-4_47 fatcat:qmkufp6htzdazef6foyjixt2ze

Message Correlation and Web Service Protocol Mining from Inaccurate Logs

Kreshnik Musaraj, Tetsuya Yoshida, Florian Daniel, Mohand-Said Hacid, Fabio Casati, Boualem Benatallah
2010 2010 IEEE International Conference on Web Services  
This paper presents an approach for correlating messages and extracting the business protocol of a web service in the realistic scenario in which correlation information is entirely absent from interaction  ...  Business process management, service-oriented architectures and software back-engineering heavily rely on the fundamental processes of mining of processes and web service business protocols from log files  ...  In Web services interaction mining, the goal is to discover from logs a workflow modelling the interactions that take place between several services.  ... 
doi:10.1109/icws.2010.104 dblp:conf/icws/MusarajYDHCB10 fatcat:75ckgtvsfrgujhftytthcin7ym

Resource Mining: Applying Process Mining to Resource-Oriented Systems [chapter]

Andrzej Stroiński, Dariusz Dwornikowski, Jerzy Brzeziński
2014 Lecture Notes in Business Information Processing  
In this article the relevance of adapting the Web Service Mining methods to new resource-oriented domain is introduced with initial work on process discovery in such systems.  ...  Unfortunately, the current state of the art focuses only on SOAP-based Web Services leaving RESTful Web Service (resource-oriented) unsupported.  ...  whereas the second one discusses different approaches to event correlation between interacting services and methods of correlation discovery.  ... 
doi:10.1007/978-3-319-06695-0_19 fatcat:hldliovxgzendhvk43do7oix5u

From Business Processes to Process Spaces

Hamid Reza Motahari Nezhad, Boualem Benatallah, Fabio Casati, Regis Saint-Paul
2011 IEEE Internet Computing  
Each department runs its own IT systems and conducts its interactions using Web services. Moreover, a logging system captures service interaction events.  ...  SCM is the interaction log of a set of services implementing the supplychain management scenario from the Web Service Interoperability organization ( org).  ... 
doi:10.1109/mic.2010.129 fatcat:uf6eyznidbdtndyocwaonkiafy

Exploration of Discovered Process Views in Process Spaceship [chapter]

Hamid R. Motahari Nezhad, Boualem Benatalah, Fabio Casati, Regis Saint-Paul, Periklis Andristsos, Adnene Guabtni
2008 Lecture Notes in Computer Science  
For the sake of working in the context of a concrete example, we use the logs of interactions of a set of Web services in a supply chain scenario as the input.  ...  We have developed Process Spaceship for the discovery of process views from process related data sources [2] .  ... 
doi:10.1007/978-3-540-89652-4_64 fatcat:knsfiu6ahzf5xnppwgm3w6y7ja

Process Mining in Web Services: The WebSphere Case

Wil M. P. van der Aalst, H. M. W. Verbeek
2008 IEEE Data Engineering Bulletin  
Fortunately, the "web services stack" assists in collecting structured event logs.  ...  Process mining has emerged as a way to discover or check the conformance of processes based on event logs. This enables organizations to learn from processes as they really take place.  ...  For process mining, events need to be correlated to process instances. Correlation problems may inhibit the application of process mining.  ... 
dblp:journals/debu/AalstV08 fatcat:57sxuuxna5aideqh5dkojfq2za

Service Pattern Discovery of Web Service Mining in Web Service Registry-Repository

Qianhui Liang, Jen-yao CHUNG, Steven MILLER, Yang OUYANG
2006 2006 IEEE International Conference on e-Business Engineering (ICEBE'06)  
At each level, we investigate patterns of service usage data and the discovery of these patterns. An algorithm for service pattern discovery at the template level is presented.  ...  Web service patterns, pattern discovery and pattern mining supports the discovery and composition of complex services, which in turn supports the application of web services to increasingly complex business  ...  On the other hand, process instance execution logs contain event traces about transactional services during their executions.  ... 
doi:10.1109/icebe.2006.90 dblp:conf/icebe/LiangCMO06 fatcat:tnzspmkzbfcujn3bg6iatetfxy

Process spaceship

Hamid Motahari, Boualem Benatallah, Regis Saint-Paul, Fabio Casati, Periklis Andritsos
2008 Proceedings of the VLDB Endowment  
of event logs from various sources, e.g., ETL tools [11] .  ...  Figure 4 : 4 Screenshots of Process Spaceship: the Process Space Discovery System Web services interoperability organization,  ... 
doi:10.14778/1454159.1454186 fatcat:tqqmsa3pnremlbqapxoa2xjm6y

Analysis of Log File Data to Understand Mobile Service Context and Usage Patterns

Bernhard Klein, Ivan Pretel, Sacha Vanhecke, Ana Lago, Diego Lopez-de-Ipiña
2013 International Journal of Interactive Multimedia and Artificial Intelligence  
Since mobile applications reach much deeper into everyday life, it is however important to better consider user behaviour for the service evaluation.  ...  The evaluation is guided by a process model that specifies individual steps of data capturing, aggregation, and final assessment.  ...  MOBILE SERVICE ASSESSMENT THROUGH BEHAVIOR ANALYSIS A framework for automatically logging and processing data for evaluation has been developed.  ... 
doi:10.9781/ijimai.2013.232 fatcat:iq5r3ug74jdfxfy3thgveg6zu4

A Reference Architecture for Semantic Business Process Management Systems

Dimka Karastoyanova, Tammo van Lessen, Frank Leymann, Zhilei Ma, Jörg Nitzsche, Branimir Wetzstein, Sami Bhiri, Manfred Hauswirth, Maciej Zaremba
2008 Multikonferenz Wirtschaftsinformatik  
We analyze the functional requirements of the SBPMS from the business user's and the IT expert's point of view and derive and describe the components of the SBPMS and their key interactions to achieve  ...  In this paper, we describe the architecture of an SBPM System (SBPMS) which supports the whole SBPM lifecycle by providing functionality for process modeling, process configuration, process execution,  ...  It delegates the discovery and invocation of services to the SSB which uses the Semantic Execution Environment (SEE) for the discovery and selection of Semantic Web Services.  ... 
dblp:conf/mkwi/KarastoyanovaLLMNWBHZ08 fatcat:5tvpbi4wtzayjbgggoqexytpue

Log-based mining techniques applied to Web service composition reengineering

Walid Gaaloul, Karim Baïna, Claude Godart
2008 Service Oriented Computing and Applications  
This ad-hoc web service interactions can be better abstracted and formalised as an orchestration process.  ...  Web services composition is becoming more and more chaotic, involving numerous interacting ad-hoc services through huge business processes.  ...  Thus, WorkflowMiner events anal-yser discovers basic web service interaction protocol based on intercepted web service interaction events.  ... 
doi:10.1007/s11761-008-0023-6 fatcat:dfs36nezgnennknhih2s25dsou

Toward Web Service Dependency Discovery for SOA Management

Sujoy Basu, Fabio Casati, Florian Daniel
2008 2008 IEEE International Conference on Services Computing  
Hence, we have to look for dependencies by observing and analyzing the interactions among services.  ...  We also discuss our lessons learned and results from applying the techniques to data related to HP processes and services.  ...  In [1] , we describe how we have implemented a tool that discovers the model underlying the interaction between services, in terms of state machines for each individual service, given a set of correlated  ... 
doi:10.1109/scc.2008.45 dblp:conf/IEEEscc/BasuCD08 fatcat:h6yws7lp2rculabvhi2mkprknu

The Behaviour Assessment Model for the Analysis and Evaluation of Pervasive Services [chapter]

Bernhard Klein, Ivan Pretel, Ulf-Dietrich Reips, Ana B. Lago, Diego Lopez-de-Ipiña
2013 Advances in Intelligent Systems and Computing  
Since mobile applications reach much deeper into everyday life, it is however important to better consider user behaviour for the service evaluation.  ...  The evaluation is guided by a process model that specifies individual steps of data capturing, aggregation, and final assessment.  ...  ContextPhone Mobile sensing and interaction event logging Interaction, device status and environment Mobility patterns detection RECON Interaction event logging and mobile sensing Interaction  ... 
doi:10.1007/978-3-642-36981-0_107 fatcat:3ej3lltpfvfwbo6g745tzmhgsy
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