Challenges for Business Process Intelligence: Discussions at the BPI Workshop 2007

Genrich, Michael; Kokkonen, Alex; Moormann, Jürgen; Tregear, Roger; Mendling, Jan; Weber, Barbara

doi:10.1007/978-3-540-78238-4_2

Cited by 10 publications

(10 citation statements)

References 10 publications

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“…In this paper, the topics are divided into three sections. The first section discusses business process Intelligence (BPI) applications in companies (Genrich et al, 2008;Hawking and Sellitto, 2015). The second section discusses challenges in BPI application (Genrich et al, 2008;Grigori et al, 2004;Mansmann, Neumuth, and Scholl, 2007).…”

Section: Methodsmentioning

confidence: 99%

“…The first section discusses business process Intelligence (BPI) applications in companies (Genrich et al, 2008;Hawking and Sellitto, 2015). The second section discusses challenges in BPI application (Genrich et al, 2008;Grigori et al, 2004;Mansmann, Neumuth, and Scholl, 2007). The last section discusses cost model for BPI investment measurement (Wade and Recardo, 2001).…”

Section: Methodsmentioning

confidence: 99%

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Investment Cost Model in Business Process Intelligence in Banking And Electricity Company

Sundjaja

2016

ComTech

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Higher demand from the top management in measuring business process performance causes the incremental implementation of BPM and BI in the enterprise. The problem faced by top managements is how to integrate their data from all system used to support the business and process the data become information that able to support the decision-making processes. Our literature review elaborates several implementations of BPI on companies in Australia and Germany, challenges faced by organizations in developing BPI solution in their organizations and some cost model to calculate the investment of BPI solutions. This paper shows the success in BPI application of banks and assurance companies in German and electricity work in Australia aims to give a vision about the importance of BPI application. Many challenges in BPI application of companies in German and Australia, BPI solution, and data warehouse design development have been discussed to add insight in future BPI development. And the last is an explanation about how to analyze cost associated with BPI solution investment.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

Investment Cost Model in Business Process Intelligence in Banking And Electricity Company

Sundjaja

2016

ComTech

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“…Während BI einen mächtigen Methoden-und Werkzeugkasten für die Sammlung, Aufbereitung und Darstellung von Daten bereitstellt, sind es vor allem die operativen Daten selbst, die in den Prozessen entstehen und die es nutzbar zu machen gilt. Der Fokus in den existierenden Definitionen zu Prozessintelligenz liegt klar auf der Verfügbarmachung und Analyse von operativen Prozessdaten und deren Nutzung zum einen für die Überwachung und Optimierung von Prozessen und zum anderen für die Regelung und Flexibilisierung von Prozessen (Genrich 2008;Hall 2004;Harmon 2004;Hosny 2009;Rowe 2007;Sohail und Dhanapal 2012).…”

Section: Forschungsgegenstand Und Ausgangslageunclassified

«Prozessintelligenz»: Gegenstand und Ziele der Studie

Brucker-Kley¹,

Kykalová

Keller³

2018

Prozessintelligenz

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“…an order number. While there are considerable achievements [20], several problems still need to be solved [6]. A particular problem relates to the reformatting and enrichment of log data that stems from information systems that are not directly process-aware, e.g.…”

Section: Related Workmentioning

confidence: 99%

Process Mining of RFID-Based Supply Chains

Gerke

Claus

Mendling

2009

2009 IEEE Conference on Commerce and Enterprise Computing

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Abstract-Process mining facilitates the analysis of business processes by extracting a process model from event logs. Most mining algorithms perform well on single-system event logs that explicitly refer to a process instance or case. However, in many operational environments such case identifiers are not directly recorded. In supply chain processes there are even further challenges, since different identification numbers and numerous aggregation steps prevent individual work items to become traceable as a case. In this paper, we investigate how the EPCglobal standard for processing Radio Frequency Identification (RFID) events can make supply chain data accessible for process mining. Our contribution is an algorithm that is able to deal with challenges of case identification and focus shifts. We present a prototypical implementation and use a process based on the Supply Chain Operations Reference (SCOR) Model to evaluate our implementation.

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Challenges for Business Process Intelligence: Discussions at the BPI Workshop 2007

Cited by 10 publications

References 10 publications

Investment Cost Model in Business Process Intelligence in Banking And Electricity Company

Investment Cost Model in Business Process Intelligence in Banking And Electricity Company

«Prozessintelligenz»: Gegenstand und Ziele der Studie

Process Mining of RFID-Based Supply Chains

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