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Machine learning (ML) provides algorithms to create computer programs based on data without explicitly programming them. In business process management (BPM), ML applications are used to analyse and improve processes efficiently. Three…

机器学习 · 计算机科学 2024-05-28 Sven Weinzierl , Sandra Zilker , Sebastian Dunzer , Martin Matzner

Models are fundamentally crucial to many scientific fields, including software engineering, systems engineering, enterprise modeling, and business modeling. This paper focuses on diagrammatic conceptual modeling, as opposed to mathematical…

软件工程 · 计算机科学 2021-10-28 Sabah Al-Fedaghi , Mahdi Modhaffar

Machine learning has recently been widely adopted to address the managerial decision making problems, in which the decision maker needs to be able to interpret the contributions of individual attributes in an explicit form. However, there…

机器学习 · 计算机科学 2019-10-28 Mengzhuo Guo , Qingpeng Zhang , Xiuwu Liao , Frank Youhua Chen , Daniel Dajun Zeng

The Unified Modelling Language is emerging as a de-facto standard for modelling object-oriented systems. However, the semantics document that a part of the standard definition primarily provides a description of the language's syntax and…

软件工程 · 计算机科学 2014-09-25 Andy Evans , Kevin Lano , Robert France , Bernhard Rumpe

Formal Concept Analysis starts from a very basic data structure comprising objects and their attributes. Sometimes, however, it is beneficial to also define attributes of attributes, viz., meta-attributes. In this paper, we use Triadic…

逻辑 · 数学 2024-08-12 Yingjian Wang

In this paper we describe a new approach to data modelling called the concept-oriented model (CoM). This model is based on the formalism of nested ordered sets which uses inclusion relation to produce hierarchical structure of sets and…

数据库 · 计算机科学 2008-01-03 Alexandr Savinov

The interaction between business models is used in consumer centric manner instead of using a producer centric approach for customizing the business process in cloud environment. The knowledge based human semantic web is used for…

人工智能 · 计算机科学 2014-01-24 V. Karthikeyan , V. J. Vijayalakshmi , P. Jeyakumar

Process modeling is a sub-domain of Business Process Management (BPM) focused on the translation of process artifacts into formal models. This task traditionally requires extensive human input and domain expertise in both BPM notations and…

人工智能 · 计算机科学 2026-05-26 Anton Antonov , Humam Kourani , Alessandro Berti , Gyunam Park

In software development, business rules implemented by hand using programming code hinder agility of companies. Are our students in information systems aware of that? Do our lessons promote this realization ? We use model driven concepts…

软件工程 · 计算机科学 2018-05-24 Pierre-André Sunier , Steve Berberat

In this document we introduce a system model as the basis for a semantic model for UML 2.0. The system model is supposed to form the core and foundation of the UML semantics definition. For that purpose the basic system is targeted towards…

软件工程 · 计算机科学 2014-09-24 Manfred Broy , Maria Victoria Cengarle , Bernhard Rumpe

Industry classification schemes provide a taxonomy for segmenting companies based on their business activities. They are relied upon in industry and academia as an integral component of many types of financial and economic analysis.…

统计金融 · 定量金融 2022-11-14 Rian Dolphin , Barry Smyth , Ruihai Dong

In software system design, one of the purposes of diagrammatic modeling is to explain something (e.g., data tables) to others. Very often, syntax of diagrams is specified while the intended meaning of diagrammatic constructs remains…

软件工程 · 计算机科学 2022-10-05 Sabah Al-Fedaghi

Decision making whenever and wherever it is happened is key to organizations success. In order to make correct decision, individuals, teams and organizations need both knowledge management (to manage content) and collaboration (to manage…

人工智能 · 计算机科学 2012-03-27 Nesrine Ben Yahia , Narjès Bellamine , Henda Ben Ghezala

Object orientation has become the predominant paradigm for conceptual modeling (e.g., UML), where the notions of class and object form the primitive building blocks of thought. Classes act as templates for objects that have attributes and…

软件工程 · 计算机科学 2021-06-02 Sabah Al-Fedaghi

In Model-Driven Engineering (MDE), the Unified Modeling Language (UML) 2.0 specification includes a metamodel that defines the language concepts and a user model that defines how the language concepts are represented. In UML 2.0, an…

软件工程 · 计算机科学 2022-06-28 William S. Chao

Model driven architecture (MDA) concentrates on the use of models during software development. An approach using models as the central development artifact is more abstract, more compact and thus more effective and probably also less error…

软件工程 · 计算机科学 2014-09-24 Bernhard Rumpe

Currently many different modeling languages are used for workflow definitions in BPM systems. Authors of this paper analyze the two most popular graphical languages, with highest possibility of wide practical usage - UML Activity diagrams…

软件工程 · 计算机科学 2007-05-23 Audris Kalnins , Valdis Vitolins

Digital transformation (DX) has recently become a pressing issue for many companies as the latest digital technologies, such as artificial intelligence and the Internet of Things, can be easily utilized. However, devising new business…

其他计算机科学 · 计算机科学 2024-06-11 Masahiro Watanabe , Naoshi Uchihira

Unified modelling language (UML) 2.0 introduced in 2002 has been developing and influencing object-oriented software engineering and has become a standard and reference for information system analysis and design modelling. There are many…

软件工程 · 计算机科学 2010-06-10 Spits Warnars

Competitive methods for multi-label classification typically invest in learning labels together. To do so in a beneficial way, analysis of label dependence is often seen as a fundamental step, separate and prior to constructing a…

机器学习 · 统计学 2017-07-19 Jesse Read , Jaakko Hollmén