Áp dụng kỹ thuật ngữ nghĩa để tìm kiếm và phân tích dữ liệu theo dõi lỗi

Journal of Network and Systems Management - Tập 17 - Trang 285-308 - 2009
Ha Manh Tran1, Christoph Lange1, Georgi Chulkov1, Jürgen Schönwälder1, Michael Kohlhase1
1Computer Science, Jacobs University Bremen, Bremen, Germany

Tóm tắt

Web đã trở thành một nguồn kiến thức quan trọng cho việc giải quyết các vấn đề cài đặt hệ thống và xử lý các lỗi phần mềm. Cụ thể, các hệ thống theo dõi lỗi trên web cung cấp một kho lưu trữ lớn các lời khuyên hữu ích về việc xử lý sự cố. Tuy nhiên, việc tìm kiếm trong các hệ thống theo dõi lỗi có thể tốn nhiều thời gian vì các công cụ tìm kiếm thông dụng không tận dụng được kiến thức bán cấu trúc được ghi lại trong các hệ thống theo dõi lỗi. Chúng tôi trình bày công việc hướng tới một hệ thống tìm kiếm lỗi dựa trên ngữ nghĩa, nhằm tận dụng dữ liệu bán cấu trúc được tìm thấy trong nhiều hệ thống theo dõi lỗi phổ biến. Chúng tôi tiến hành nghiên cứu các hệ thống theo dõi lỗi và mô tả cách để thu thập chúng nhằm trích xuất dữ liệu bán cấu trúc. Chúng tôi mô tả một mô hình dữ liệu thống nhất để lưu trữ dữ liệu theo dõi lỗi. Mô hình đã được phát triển từ việc phân tích các hệ thống phổ biến nhất. Cuối cùng, chúng tôi mô tả cách mà dữ liệu đã thu thập có thể được đưa vào một công cụ tìm kiếm ngữ nghĩa để tạo điều kiện cho việc tìm kiếm ngữ nghĩa.

Từ khóa

#Hệ thống theo dõi lỗi #tìm kiếm ngữ nghĩa #dữ liệu bán cấu trúc #công nghệ web #phân tích dữ liệu.

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