กราฟความรู้เชิงเหตุและผลสำหรับการวิเคราะห์และแสดงวิวัฒนาการของภาษาโปรแกรมจากข้อมูล อินโฟบ็อกซ์ในวิกิพีเดีย

ปรียาภรณ์ อินต๊ะโมง; ปรวัฒน์ วิสูตรศักดิ์; ชโลธร ชูทอง; จิรวรรณ เจริญสุข; พระจอมเกล้าพระนครเหนือ; กรุงเทพมหานคร; วิทยาเขตศรีราชา; ชลบุรี

Authors

Preeyaphorn Intamong Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
Porawat Visutsak Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
Chalothon Chootong Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
Jirawan Charoensuk Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
พระจอมเกล้าพระนครเหนือ Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
กรุงเทพมหานคร Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
วิทยาเขตศรีราชา Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand
ชลบุรี Department of Computer and Information Science, Faculty of Applied Science, KMUTNB, Bangkok, Thailand Department of Computer Science and Information Technology, Faculty of Science at Sriracha, Kasetsart University, Sriracha Campus, Chonburi, Thailand

Keywords:

Causal Knowledge Graph, Programming Language Evolution, Wikipedia Infobox

Abstract

Understanding the evolutionary relationships between programming languages is crucial for software development, education, and research. However, current research lacks comprehensive tools for analyzing causal relationships and influence patterns across the diverse programming landscape. This study proposes a method for creating a causal knowledge graph that illustrates the evolution of programming languages by utilizing automated data collection and graph modeling to identify different levels of influence. The system processes structured English and Thai Wikipedia infobox data, analyzing and transforming it into a graph format using Neo4j. Graph visualization is performed using the Cypher Query Language. The knowledge graph presents C-influenced programming languages across three evolutionary stages, supporting both English and Thai. Key features include displaying influence paths and illustrating languages with similar structures. The results demonstrate that graph-based representations effectively capture the evolution of programming languages, enabling learners, educators, and researchers to explore interlanguage relationships.

A Causal Knowledge Graph for Analyzing and Visualizing Programming Language Evolution from Wikipedia Infobox Data

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