About
20
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Introduction
My interests include scientometrics, complex network, systems engineering (system of systems). In the following 10 years, I will currently focus on the PLANNING ANG OPTIMIZING OF SoSs.
Publications
Publications (20)
To solve the quantitative network modeling of technology network and distinguish the mode of technology breakthrough, a data-driven network modeling approach is proposed. The similarity between technologies is computed quantitatively with vector space model and the keyword vector of technology document, which aims to model the sequential network. T...
Purpose / Significance] The identification of emerging technologies has always been a hotspot for government, military and enterprise, especially from the policy-making perspective. It helps to seize the frontiers and finally obtain technical advantages. [ Method / Process] After reviewing relevant studies in the last five years, this paper introdu...
The increasingly available large-scale bibliographic data that generate a heterogeneous
network provide opportunities to detect, track and predict the evolution of science. Recently, many efforts have been devoted to quantify the impact of scientific papers within different citation time windows. However, the complex patterns of the citation networ...
It is imperative and arduous to acquire product and business intelligence of global technical market. In this paper, a deep learning methodology is proposed to automatically extract and discover vital technical information from large-scale news dataset. More specifically, six kinds of technical elements are first defined to provide the concrete syn...
As system dynamic behaviors are difficult to capture and analyze in model-based systems engineering, executable architectures and simulation methods are widely studied to understand the behaviors that result from interactions amongst system components. However, most current studies often strive for analyzing independently specific aspects of archit...
According to the characteristics of warning combat system, a supernetwork is proposed, which includes operational tasks, operational activities, operational capabilities, weapon systems and other relational meta-models. Then, its structural properties are analyzed with complex network, bipartite network, and three-mode network. The weapon system is...
There is considerable and growing interest in the emergence of research topics. However, current methods to detect the emergence are still problematic mainly due to information loss and aging effect. In this study, we show three intrinsic mechanisms including preferential attachment, exponentially growth and heterogeneous fitness values that decay...
Nuclear security is an important part of national security. To deal with the lack of quantitative methodologies in the current researches, the GMCR (graph model for conflict resolution) was adjusted and applied to games analysis for nuclear crisis. Firstly, the analysis framework, the related definitions and the matrix representation approaches wer...
Focused on the Russian-Turkish plane incident at the end 2015, a rapid modeling and simulation analysis framework is established based on the model-driven methodology, which can provide rapid modeling and decision analysis support for the emergency judgement of similar military confrontation and disputes. More specifically, scenario modeling, execu...
The approach of network modeling and structure optimization for technology system of systems was researched to solve the problems of reusability and redundancy which are key properties of the development and management of weapon technologies. Abstracting weapon technologies as nodes and abstracting technology relationships as sides, the network mod...
