A Generic Approach Towards Adapting User Preferences in Business Process Execution

被引:1
|
作者
Petter, Sebastian [1 ]
Jablonski, Stefan [1 ]
机构
[1] Univ Bayreuth, Bayreuth, Germany
关键词
Business process management; Recommender systems; User-centered process improvement; OPTIMIZED EXECUTION; RECOMMENDATIONS; SYSTEMS;
D O I
10.1007/978-3-031-61007-3_7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Business Process Management (BPM) plays a vital role in modern businesses, assisting them in organizing their operational procedures. There are multiple methods to improve these processes. Process optimization often overlooks human resources as crucial parts of business processes. By focusing on individual user preferences process executions can be improved. Approaches pursuing this idea are subsumed under the term human-centric BPM. One way to achieve this kind of optimization is to integrate recommender systems into BPM. Integrated recommender systems consider user preferences during process execution and therefore enhance user experience and thus overall process efficiency. Our proposed framework offers an adaptable solution for integrating arbitrary recommendation strategies. The practicability of the framework is demonstrated through a real-world example.
引用
收藏
页码:73 / 86
页数:14
相关论文
共 50 条
  • [21] Towards pattern-based generation of services to support Business Process execution
    Delgado, Andrea
    2014 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2014), 2014, : 171 - 178
  • [22] Planning of business process execution in Business Process Management environments
    Bae, Hyerim
    Lee, Sanghyup
    Moon, Ilkyeong
    INFORMATION SCIENCES, 2014, 268 : 357 - 369
  • [23] User recommendations for the optimized execution of business processes
    Barba, Irene
    Weber, Barbara
    Del Valle, Carmelo
    Jimenez-Ramirez, Andres
    DATA & KNOWLEDGE ENGINEERING, 2013, 86 : 61 - 84
  • [24] Adapting presentation and interaction with XML documents to user preferences
    Encelle, B
    Baptiste-Jessel, N
    COMPUTERS HELPING PEOPLE WITH SPECIAL NEEDS: PROCEEDINGS, 2004, 3118 : 143 - 150
  • [25] A Flexible Approach to Multi-party Business Process Execution on Blockchain
    Corradini, Flavio
    Marcelletti, Alessandro
    Morichetta, Andrea
    Polini, Andrea
    Re, Barbara
    Tiezzi, Francesco
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 147 : 219 - 234
  • [26] An Approach based on Ontology for Discovering Data Impacting the Execution of a Business Process
    Masse, Pierre-Aymeric
    Laga, Nassim
    Kherbourche, Mohammed Oussama
    Simonin, Jacques
    2016 4TH IEEE INTERNATIONAL COLLOQUIUM ON INFORMATION SCIENCE AND TECHNOLOGY (CIST), 2016, : 216 - 221
  • [27] Self-adapting Intelligent Business Processes Execution Analysis
    Kriksciuniene, Dalia
    Strigunaite, Sandra
    BUSINESS INFORMATION SYSTEMS WORKSHOPS, 2010, 57 : 29 - 32
  • [28] Towards a generic model of a user profile
    Anter, Samir
    El Yazidi, Mly Hafid
    Zellou, Ahmed
    Idri, Ali
    2016 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA), 2016,
  • [29] Scalable Business Process Execution in the Cloud
    Euting, Sven
    Janiesch, Christian
    Fischer, Robin
    Tai, Stefan
    Weber, Ingo
    2014 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E), 2014, : 175 - 184
  • [30] Towards an approach for the evaluation of the quality of business process models
    Oukharijane, Jamila
    Yahya, Fadwa
    Boukadi, Khouloud
    Ben Abdallah, Hanene
    2018 IEEE/ACS 15TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2018,