Read Online or Download Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes PDF

Similar data mining books

Bruno Apolloni's Knowledge-Based Intelligent Information and Engineering PDF

The 3 quantity set LNAI 4692, LNAI 4693, and LNAI 4694, represent the refereed court cases of the eleventh overseas convention on Knowledge-Based clever info and Engineering structures, KES 2007, held in Vietri sul Mare, Italy, September 12-14, 2007. The 409 revised papers awarded have been conscientiously reviewed and chosen from approximately 1203 submissions.

Download e-book for iPad: Applied data mining : statistical methods for business and by Paolo Giudici

Information mining might be outlined because the technique of choice, exploration and modelling of huge databases, so as to realize versions and styles. The expanding availability of information within the present info society has ended in the necessity for legitimate instruments for its modelling and research. information mining and utilized statistical equipment are the correct instruments to extract such wisdom from info.

Download e-book for iPad: The Elements of Knowledge Organization by Richard P. Smiraglia

The weather of data association is a special and unique paintings introducing the basic techniques on the topic of the sphere of information association (KO). there's no different ebook love it at the moment to be had. the writer starts off the publication with a accomplished dialogue of “knowledge” and its linked theories.

Download e-book for iPad: The Rise of Big Spatial Data by Igor Ivan, Alex Singleton, Jiří Horák, Tomáš Inspektor

• Data Mining Methods and Models
• Intelligent Computer Mathematics: 10th International Conference, AISC 2010, 17th Symposium, Calculemus 2010, and 9th International Conference, MKM 2010, ...
• Biometric System and Data Analysis: Design, Evaluation, and Data Mining
• The Semantic Web – ISWC 2016: 15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part II

Extra resources for Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes

Sample text

The standard operations over sets can be extended to multisets. For example: the union [a, a] [a, b] = [a, a, a, b], the difference [a, a, b, c] \ [a, b, b] = [a, c], the size |[a, a]| = 2, etc. Sequences are used to represent traces in the log, or states of the observed behavior and modeled behavior. 3 (Sequence) A sequence σ = a1 , a2 , . . , an ∈ A∗ over a set A is an ordered list of elements ai ∈ A of size n. The empty sequence is denoted as . The concatenation of sequences is denoted as σ1 · σ2 .

In particular, they present the advanced behavioral appropriateness (aB ), a metric designed to measure the precision between a Petri net and an event log. , in some but not all traces) follow/precede each other. 2 shows an example of ’Follows’ relation, taken from [73]. 4 Requirements for Precision 37 precision relates to those situations where the model has more variability than the event log, the idea of the metric is compare the behavior allowed by the model and the behavior observed in the log based on how many elements are contained in the sometimes follows and sometimes precedes relations once we superpose two the matrices.

For the sake of clarity in this section we assume determinism. 6 we explore the relaxation of this assumption and the consequences that this may produce. Moreover, the proposed approach does not require the complete exploration of model behavior. , [77]), the proposed approach restricts the exploration to the boundaries of the log state space. Only the border between the behavior observed in the log and the model behavior is explored. For example, given L1 and SN 1 , the trace a, c, d, e, e, e, e, e, f , h, i included in the model behavior is never explored.

Download PDF sample