Semantic-Based Process Analysis

被引:0
|
作者
Di Francescomarino, Chiara [1 ]
Corcoglioniti, Francesco [1 ]
Dragoni, Mauro [1 ]
Bertoli, Piergiorgio [2 ]
Tiella, Roberto [1 ]
Ghidini, Chiara [1 ]
Nori, Michele [2 ]
Pistore, Marco [2 ]
机构
[1] FBK IRST, Trento, Italy
[2] SayServ, Trento, Italy
来源
关键词
ONTOLOGY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The widespread adoption of Information Technology systems and their capability to trace data about process executions has made available Information Technology data for the analysis of process executions. Meanwhile, at business level, static and procedural knowledge, which can be exploited to analyze and reason on data, is often available. In this paper we aim at providing an approach that, combining static and procedural aspects, business and data levels and exploiting semantic-based techniques allows business analysts to infer knowledge and use it to analyze system executions. The proposed solution has been implemented using current scalable Semantic Web technologies, that offer the possibility to keep the advantages of semantic-based reasoning with non-trivial quantities of data.
引用
收藏
页码:228 / 243
页数:16
相关论文
共 50 条
  • [1] A Semantic-Based Ontology Matching Process for PDMS
    Pires, Carlos Eduardo
    Souza, Damires
    Pacheco, Thiago
    Salgado, Ana Carolina
    [J]. DATA MANAGEMENT IN GRID AND PEER-TO-PEER SYSTEMS, PROCEEDINGS, 2009, 5697 : 124 - 135
  • [2] Adaptation of Process Models - A Semantic-based Approach
    Eisenbarth, Thomas
    Lautenbacher, Florian
    Bauer, Bernhard
    [J]. JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY, 2011, 43 (01): : 5 - 23
  • [3] Semantic-based Architecture Smell Analysis
    Chondamrongkul, Nacha
    Sun, Jing
    Warren, Ian
    Lee, Scott Uk-Jin
    [J]. 2020 IEEE/ACM 8TH INTERNATIONAL CONFERENCE ON FORMAL METHODS IN SOFTWARE ENGINEERING, FORMALISE, 2020, : 109 - 118
  • [4] Semantic-Based Technology Trend Analysis
    Yang, Chao
    Zhu, Donghua
    Zhang, Guangquan
    [J]. 2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE), 2015, : 222 - 228
  • [5] Semantic-Based Service Analysis and Optimization
    Fallon, Liam
    O'Sullivan, Declan
    [J]. 2014 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2014,
  • [6] Semantic-Based Approach to Efficiently Control Publishing Process
    Chen, Hejie
    Sui, Yutong
    [J]. 2010 SECOND ETP/IITA WORLD CONGRESS IN APPLIED COMPUTING, COMPUTER SCIENCE, AND COMPUTER ENGINEERING, 2010, : 190 - 193
  • [7] Towards Semantic-based Social Network Analysis
    Ghawi, Raji
    Schoenfeld, Mirco
    Pfeffer, Juergen
    [J]. 2018 14TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS), 2018, : 561 - 568
  • [8] A semantic-based methodology for digital forensics analysis
    Amato, Flora
    Castiglione, Aniello
    Cozzolino, Giovanni
    Narducci, Fabio
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 138 : 172 - 177
  • [9] The Application of a Semantic-Based Process Mining Framework on a Learning Process Domain
    Okoye, Kingsley
    Islam, Syed
    Naeem, Usman
    Sharif, Mhd Saeed
    Azam, Muhammad Awais
    Karami, Amin
    [J]. INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1, 2019, 868 : 1381 - 1403
  • [10] Comparative Analysis and Implementation of Semantic-Based Classifiers
    Miguel Escobar-Vega, Luis
    Hugo Zaldivar-Carrillo, Victor
    Villalon-Turrubiates, Ivan
    [J]. ADVANCES IN COMPUTATIONAL INTELLIGENCE, MICAI 2018, PT II, 2018, 11289 : 83 - 95