Journal of Frontiers of Computer Science and Technology ›› 2020, Vol. 14 ›› Issue (5): 870-879.DOI: 10.3778/j.issn.1673-9418.1905008
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SHI Nini, FAN Yan, WEI Ling
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史妮妮,范妍,魏玲
Abstract:
Conflicts widely exist in social problems. In order to better straight forwardly present and semantically describe conflict analysis problem, and inspired by three-way approximate concept analysis on the incomplete contexts, this paper regards a conflict table as a three-valued formal context. And based on the context, generalized three-way operators and their inverse operators are proposed, through which object-induced generalized three-way concept (GOE-concept) can be obtained. Moreover, the relevant properties of GOE-concepts are presented to state that the set of all the GOE-concepts can form the GOE-concept lattice. Then, the visual description of conflict analysis problem based on GOE-concept is discussed explaining that the intent of each GOE-concept is a description of common characters under the agent contained in the extent. Finally, the relationships between the object-induced three-way approximate concept lattice (OE-approximate concept lattice) and GOE-concept lattice are discussed, which further illustrates that the GOE-concept can describe the common information of conflict analysis more comprehensively and richly than the OE-approximation concept.
Key words: conflict analysis, three-valued formal context, description of common characters, object-induced three-way approximate (OE-approximate) concept lattice, object-induced generalized three-way concept (GOE-concept) lattice
摘要:
冲突广泛存在于社会问题中。为了更好地直观展示冲突分析问题,并给出语义描述,受不完备形式背景上三支近似概念分析理论的启发,将冲突表看作三值形式背景,并在其基础上提出了广义三支算子及其逆算子,通过广义三支算子及其逆算子得到对象导出广义三支概念(GOE-概念),并给出其性质,进一步说明所有GOE-概念的集合可以形成GOE-概念格;进而,讨论了GOE-概念格在冲突分析中进行可视化描述的应用,说明每一个GOE-概念的内涵即为在外延所含代理人下的共性描述;最后,研究了对象导出三支近似概念格(OE-近似概念格)与GOE-概念格的关系,进一步表明GOE-概念相较于OE-近似概念,能够更全面更丰富地描述冲突分析的共性信息。
关键词: 冲突分析, 三值形式背景, 共性描述, 对象导出三支近似概念(OE-近似概念)格, 对象导出广义三支概念(GOE-概念)格
SHI Nini, FAN Yan, WEI Ling. Description of Common Characters in Conflict Analysis via GOE-Concept Lattices[J]. Journal of Frontiers of Computer Science and Technology, 2020, 14(5): 870-879.
史妮妮,范妍,魏玲. GOE-概念格基础上的冲突分析共性描述[J]. 计算机科学与探索, 2020, 14(5): 870-879.
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URL: http://fcst.ceaj.org/EN/10.3778/j.issn.1673-9418.1905008
http://fcst.ceaj.org/EN/Y2020/V14/I5/870
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