Title :
Roundtable: What´s Next in Software Analytics
Author :
Hassan, Ahmed E. ; Hindle, Adrian ; Runeson, P. ; Shepperd, Martin ; Devanbu, Premkumar ; Sunghun Kim
Author_Institution :
Queen´s Univ., Kingston, ON, Canada
Abstract :
For this special issue, the guest editors asked a panel of six established experts in software analytics to highlight what they thought were the most important, or overlooked, aspect of this field. They all pleaded for a much broader view of analytics than seen in current practice: software analytics should go beyond developers (Ahmed Hassan) and numbers (Per Runeson). Analytics should also prove its relevance to practitioners (Abram Hindle, Martin Shepperd). There are now opportunities for "natural" software analytics based on statistical natural language processing (Prem Devanbu). Lastly, software analytics needs information analysts and field agents like Chloe O\´Brian and Jack Bauer in the TV show 24 (Sung Kim).
Keywords :
natural language processing; software engineering; statistical analysis; natural software analytics; statistical natural language processing; Analytical models; Data mining; Natural language processing; Software development; Software engineering; decision support; information search and retrieval; management; metrics; software/program verification; statistical methods; testing and debugging;
Journal_Title :
Software, IEEE