An Interactive Web-Based Toolset for Knowledge Discovery from Short Text Log Data

• Published in: Advanced Data Mining and Applications Vol. 10604; pp. 853 - 858
• Main Authors: Stewart, Michael, Liu, Wei, Cardell-Oliver, Rachell, Griffin, Mark
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2017; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Knowledge discovery; Unstructured data mining; Visualisation
• ISBN: 9783319691787; 3319691783
• ISSN: 0302-9743; 1611-3349
• DOI: 10.1007/978-3-319-69179-4_61

Many companies maintain human-written logs to capture data on events such as workplace incidents and equipment failures. However, the sheer volume and unstructured nature of this data prevent it from being utilised for knowledge acquisition. Our web-based prototype software system provides a cohesiv...