ASE 2020 (series) / [Workshop] NLP-SEA / AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language Text
AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language TextWorkshop
Fri 25 Sep 2020 09:20 - 09:35 at Kangaroo - International Workshop on Software Engineering Automation: A Natural Language Perspective Chair(s): Sajid Anwer, Abdul Rauf, Mehrdad Saadatmand
In this paper, we have defined an NLP task, for the automatic extraction of business process redesign suggestions from natural language text. In particular, we have employed a systematic protocol to define the task, which is composed of three elements and three sub-tasks. The elements are: a) a real-world process model, b) actual feedback in natural language text, and c) three-level classification of the feedback. The task is composed of two binary and one multi-class classification sub-tasks. The evaluation of the AutoEPRS-20 task is performed using six traditional supervised learning techniques. The results show that the third sub-task is more challenging that the two binary sub-tasks.
Fri 25 SepDisplayed time zone: (UTC) Coordinated Universal Time change
Fri 25 Sep
Displayed time zone: (UTC) Coordinated Universal Time change
08:00 - 10:35 | International Workshop on Software Engineering Automation: A Natural Language Perspective[Workshop] NLP-SEA at Kangaroo Chair(s): Sajid Anwer , Abdul Rauf RISE Research Institutes of Sweden, Mehrdad Saadatmand RISE SICS | ||
08:00 15mTalk | Boosting Component-based Synthesis with API Usage KnowledgeWorkshop [Workshop] NLP-SEA Jiaxin Liu National University of Defense Technology, Wei Dong School of Computer, National University of Defense Technology, China, Binbin Liu National University of Defense Technology | ||
08:20 15mTalk | Collective Intelligence for Smarter Neural Program SynthesisWorkshop [Workshop] NLP-SEA Daiyan Wang National University of Defense Technology, Wei Dong School of Computer, National University of Defense Technology, China, Yating Zhang National University of Defense Technology | ||
08:40 15mTalk | Predicting Software Design Patterns from Text using NeuralEmbeddingWorkshop [Workshop] NLP-SEA | ||
09:00 15mTalk | NLP-based Enhancement of Information Security in ITO Service Delivery – A Diffusion of Innovation Theory perspectiveWorkshop [Workshop] NLP-SEA Baber Majid Bhatti University of South Australia | ||
09:20 15mTalk | AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language TextWorkshop [Workshop] NLP-SEA Amina Mustansir PUCIT, University of the Punjab, Khurram Shahzad PUCIT, University of the Punjab, Muhammad Kamran Malik PUCIT, University of the Punjab | ||
09:40 15mTalk | Emotion Detection in Roman Urdu Text using Machine LearningWorkshop [Workshop] NLP-SEA Adil Majeed National University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan Mujtaba National University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer Beg National University of Computer and Emerging Sciences, Islamabad, Pakistan | ||
10:00 15mTalk | Mapping Textual Feedback to Process Model ElementsWorkshop [Workshop] NLP-SEA Sanam Ahmed Punjab University College of Information Technology , University of the Punjab, Amina Mustansir PUCIT, University of the Punjab | ||
10:20 15mTalk | Roman Urdu Reviews Dataset for Aspect Based Opinion MiningWorkshop [Workshop] NLP-SEA Rabail Zahid National University of Computer and Emerging Sciences, Islamabad, Pakistan, Muhammad Owais Idrees National University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan Mujtaba National University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer Beg National University of Computer and Emerging Sciences, Islamabad, Pakistan | ||