A framework for development of integrated intelligent knowledge for management of telecommunication networks

Martín, Antonio; León, Carlos; Luque, J.; Monedero, Íñigo

doi:10.1016/j.eswa.2012.02.078

Cited by 19 publications

(11 citation statements)

References 17 publications

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“…They have been used in the telecommunication industry to support engineers in the design of local area networks [35,36], rural radio access networks [37], cable networks [38], network management applications [39][40][41], and optical fiber communication links [34]. However, those for 60 GHz RoF land network design appear to be non-existent to our best knowledge.…”

Section: Introductionmentioning

confidence: 96%

Knowledge-based framework for the design of millimeter-wave (60 GHz) radio over fiber land networks

et al. 2015

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This paper presents the research work involved in the development of a knowledge-based framework for the design of millimeter-wave 60 GHz radio over fiber (RoF) land networks. It combines object-oriented, rule-based, technical information, and procedural functions to support engineers in the conceptual and preliminary design of a network. The overall framework is organized in two main modules: the first module is a tutorial of the terminology and basic principles in the design of RoF networks. The second module is a design assistant system that requests input data from the user about the functional network requirements and its prioritized figures of merit. The proposed design assistant is capable of providing support on the major activities of the 60 GHz RoF land network design such as downlink and uplink channel assignment and network clustering, wavelength allocation, optical link design, and network integration. The assistant is user interactive through the implementation of a graphical user interface. To illustrate the validation of such framework, we present a case of study of a network design with specific requirements.

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Section: Introductionmentioning

confidence: 96%

Knowledge-based framework for the design of millimeter-wave (60 GHz) radio over fiber land networks

et al. 2015

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“…Knowledge in all its forms influences whether the business succeeds or fails ). This practice is most common in what is considered leading edge such as, telecommunications (Martín et al, 2012) and aeronautics (Shan et al, 2013). With the mandate to preserve, enhance, and deploy knowledge within an enterprise, there must exist a prerequisite of a functional system of knowledge sharing and transfer, if not at a formal level then certainly, informal.…”

Section: Introductionmentioning

confidence: 99%

“…The reason is quite simple, knowledge sharing is considered to be a vital element for innovation, organisational learning, skills and competencies development, increased productivity, and competitive advantage (Mooradian et al, 2006). No matter how the programme is recognised within the enterprise, whether it is known as an intranet café, management success stories or a lessons learnt repository, organisations aspire to improve performance and subsequently, competitiveness through varying degrees of Knowledge Management (KM) implementation and deployment (Milosz and Milosz, 2010;Martín et al, 2012). Since the dawn of the concept of "the knowledge worker" (Drucker, 1996), corporations have demonstrated interest in this concept of voluntary knowledge sharing.…”

Section: Introductionmentioning

confidence: 99%

Organisational Culture and Knowledge sharing in the Czech Settings: A Survey-based Pragmatic Review

Brunet-Thornton¹,

Bureš²,

Otčenášková³

et al. 2016

JEERBE

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“…Compared to the conventional two-dimensional (2D) drawings, BIM provides a more realistic and enriched model, and is beneficial to all phases in the building life cycle (Zhang, Teizer, Lee, Eastman, & Venugopal, 2013). On the other hand, the Expert Systems (ES) technique provides a powerful tool for knowledge integration and autonomous inference mechanism (Martín, León, Luque, & Monedero, 2012). ESs are designed to solve complex problems by reasoning about knowledge like an expert, which helps to significantly reduce dependence on the domain experts in actual construction practices.…”

Section: Introductionmentioning

confidence: 99%

Risk Identification Expert System for Metro Construction Based on BIM

Zhang¹,

Wu²,

Ding³

et al. 2013

Proceedings of the 30th International Symposium on Automation and Robotics in Construction and Mining (ISARC 2013): Building Th

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This paper presents a BIM-based Risk Identification Expert System (B-RIES) for metro construction, composed of three main built-in subsystems: BIM extraction, knowledge base management, and risk identification subsystems. The engineering parameter information related to risk factors is extracted from the BIM of a specific project where the IFC standard plays a bridge role between the BIM data and metro construction safety risks. An integrated knowledge base, consisting of fact base, rule base and case base, is established to systematize the fragmented explicit and tacit knowledge. A hybrid inference approach, with case-based reasoning and rule-based reasoning included, is developed to improve the flexibility and comprehensiveness of the system reasoning capacity. During the safety risk identification process, B-RIES is able to improve the inefficiencies in engineering information extraction, reduce the dependence on domain experts, and facilitate knowledge sharing and communication among dispersed clients and domain experts. A typical safety hazard identification in the Mingdu station, located in the Wuhan Metro Line Two, is presented in a case study. The results demonstrate the feasibility of B-RIES, and its application potential. B-RIES can be used as a decision support tool to provide guidelines for safety management in metro construction, and thus increase the likelihood of a successful project in a complex environment.

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A framework for development of integrated intelligent knowledge for management of telecommunication networks

Cited by 19 publications

References 17 publications

Knowledge-based framework for the design of millimeter-wave (60 GHz) radio over fiber land networks

Knowledge-based framework for the design of millimeter-wave (60 GHz) radio over fiber land networks

Organisational Culture and Knowledge sharing in the Czech Settings: A Survey-based Pragmatic Review

Risk Identification Expert System for Metro Construction Based on BIM

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