By Witold Abramowicz, Angelika Kokkinaki
This booklet includes the refereed complaints of the seventeenth overseas convention on company info structures, BIS 2014, held in Larnaca, Cyprus, in may well 2014. The BIS convention sequence follows developments in educational and company learn; hence, the subject matter of the BIS 2014 convention was once “Big information: difficulties Solved and ultimate Challenges.” at the moment, gigantic info is without doubt one of the so much favorite traits in components corresponding to suggestion engines, fraud detection, hazard modeling, campaign and social community analysis.
The 22 revised complete papers have been rigorously reviewed and chosen from fifty eight submissions. they're grouped into sections on substantial info, enterprise method administration, ontologies and conceptual modeling, collaboration, provider technology and interoperability and particular BIS applications.
Read Online or Download Business Information Systems: 17th International Conference, BIS 2014, Larnaca, Cyprus, May 22-23, 2014. Proceedings PDF
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Extra info for Business Information Systems: 17th International Conference, BIS 2014, Larnaca, Cyprus, May 22-23, 2014. Proceedings
That is, the rules are derived from less process instances and thus are supposed to be less significant. Hence, for our approach, we opt for binary trees to Prescriptive Analytics for Recommendation-Based Business Process Optimization 31 generate more significant recommendations and reduce the complexity of mining model analysis due to a smaller number of rules. Moreover, we decide to further restrict the trees by using only equal and not-equal relations for branches in order to speed up tree induction and simplify recommendations.
Thereby the technical foundation is created to establish and continuously enrich a data base, so that predictions can also be used for critical planning purposes. Towards Planning and Control of Business Processes 1) Sensor-equipped 2) Complex Event manufacturing plant Processing 4) Event-based prediction models 3) Historical process and context information 41 5) PPC systems D11 C1 Event D12 Event A B D21 Q: 75 t: 56' 14'' C2 D22 Ev ent Ev ent V Ev ent V Ev ent V Ev ent Ev ent V M4 M5 Ev ent Ev ent V M3 Ev ent Ev ent V M2 Elementary events M6 M1 Forecasted processing time t: 56' 14'' Ev ent Ev ent Ev ent Ev ent Ev ent Ev ent Ev ent Forecasted qualit y Q: 75 Fig.
These features deﬁne adverse reactions. DrugFusion CBR handles conventional attribute types: numeric, nominal and textual. Numeric attributes are represented by real numbers. Nominal attributes are represented by discrete values and can be used to describe a counted subset of states. Textual attributes represent unstructured textual information and can be used to describe a particular item in natural language. To simplify the methodology section lets combine all problem description attributes in one group and solution attributes in another.