2015
DOI: 10.1007/978-3-319-15895-2_44
|View full text |Cite
|
Sign up to set email alerts
|

Generating Business Process Recommendations with a Population-Based Meta-Heuristic

Abstract: Abstract. In order to provide both guidance and flexibility to users during process execution, recommendation systems have been proposed. Existing recommendation systems mainly focus on offering recommendation according to the process optimization goals (time, cost…). In this paper we offer a new approach that primarily focuses on maximizing the flexibility during execution. This means that by following the recommendations, the user retains maximal flexibility to divert from them later on. This makes it possib… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
5

Citation Types

0
9
0

Year Published

2015
2015
2024
2024

Publication Types

Select...
2
1
1

Relationship

0
4

Authors

Journals

citations
Cited by 4 publications
(9 citation statements)
references
References 7 publications
0
9
0
Order By: Relevance
“…There are several approaches that propose support for KiPs [5,11,12,15,17,21,23,[27][28][29][30]. These approaches focus on guiding KiPs with some machine learning/artificial intelligence(AI) techniques based on historical information [11,15,21,30], modeling and planning of KiPs using AI (or automated planning) techniques and Markov Decision Process (MDP) [12,23,[27][28][29], and optimization of declarative processes [5,17]. KiPs are hardly repeatable [7], therefore useful historical information does not always exist.…”
Section: Introductionmentioning
confidence: 99%
See 4 more Smart Citations
“…There are several approaches that propose support for KiPs [5,11,12,15,17,21,23,[27][28][29][30]. These approaches focus on guiding KiPs with some machine learning/artificial intelligence(AI) techniques based on historical information [11,15,21,30], modeling and planning of KiPs using AI (or automated planning) techniques and Markov Decision Process (MDP) [12,23,[27][28][29], and optimization of declarative processes [5,17]. KiPs are hardly repeatable [7], therefore useful historical information does not always exist.…”
Section: Introductionmentioning
confidence: 99%
“…KiPs are hardly repeatable [7], therefore useful historical information does not always exist. Different from existing approaches [5,11,12,15,17,21,[27][28][29][30], we focus on guiding knowledge workers on such cases where no historical data is present.…”
Section: Introductionmentioning
confidence: 99%
See 3 more Smart Citations