Ontology-Based Multi-Agent System to Support Business Users and Management

Journal Title: Technological and Economic Development of Economy - Year 2010, Vol 16, Issue 2

Abstract

For some decision processes a significant added value is achieved when enterprises’ internal Data Warehouse (DW) can be integrated and combined with external data gained from web sites of competitors and other relevant Web sources. In this paper we discuss the agent-based integration approach using ontologies (DSS-MAS). In this approach data from internal DW and external sources are scanned by coordinated group of agents, while semantically integrated and relevant data is reported to business users according to business rules. After data from internal DW, Web sources and business rules are acquired, agents using these data and rules can infer new knowledge and therefore facilitate decision making process. Knowledge represented in enterprises’ ontologies is acquired from business users without extensive technical knowledge using user friendly user interface based on constraints and predefined templates. The approach presented in the paper was verified using the case study from the domain of mobile communications with the emphasis on supply and demand of mobile phones.

Authors and Affiliations

Dejan Lavbič, Olegas Vasilecas, Rok Rupnik

Keywords

Related Articles

Assessment of Construction Object Financing Solutions

Theoretical and practical issues related to the applicability of the evaluations of construction project financing having regard to the complexity, timeframe and the limited nature of the resources available have been la...

Ontology-Based Multi-Agent System to Support Business Users and Management

For some decision processes a significant added value is achieved when enterprises’ internal Data Warehouse (DW) can be integrated and combined with external data gained from web sites of competitors and other relevant W...

Investment Decisions Modelling along Sustainable Development Concept on Financial Markets

The goal of the paper is development of the conception of sustainable return investment decisions strategy in capital and money markets and modeling of investment decisions along sustainable development concept in capita...

Independent Auditing Development Tendencies

Different countries of the world face some misunderstandings or even scandals concerning the inappropriate information about financial problems in different companies, which, in its turn, decreases society’s confidence i...

Informacinės technologijos ir Lenkijos statybos pramonės plėtra

Straipsnio objektas – statybos valdymo priemonių ir informacinių technologijų (IT) naudojimas. Iškeliamos Lenkijos statybos sektoriui siūlomų informacinių technologijų sprendimų naudingumo problemos. Pagrindinis straipsn...

Download PDF file
  • EP ID EP84849
  • DOI 10.3846/tede.2010.21
  • Views 153
  • Downloads 0

How To Cite

Dejan Lavbič, Olegas Vasilecas, Rok Rupnik (2010). Ontology-Based Multi-Agent System to Support Business Users and Management. Technological and Economic Development of Economy, 16(2), 327-347. https://europub.co.uk/articles/-A-84849