DocumentCode
637988
Title
Inferring UI patterns with Inductive Logic Programming
Author
Nabuco, Miguel ; Paiva, Ana C. R. ; Camacho, Rodrigo ; Faria, Joao Pascoal
Author_Institution
Dept. de Eng. Inf., Univ. do Porto, Porto, Portugal
fYear
2013
fDate
19-22 June 2013
Firstpage
1
Lastpage
5
Abstract
This paper presents an approach to infer UI patterns existent in a web application. This reverse engineering process is performed in two steps. First, execution traces are collected from user interactions using the Selenium software. Second, the existing UI patterns within those traces are identified using Machine Learning inference with the Aleph ILP system. The paper describes and illustrates the proposed methodology on a case study over the Amazon web site.
Keywords
Web sites; inductive logic programming; inference mechanisms; learning (artificial intelligence); user interfaces; Aleph ILP system; Amazon Web site; Selenium software; UI patterns; Web application; execution traces; inductive logic programming; machine learning inference; reverse engineering process; user interface; Conferences; Graphical user interfaces; Logic programming; Reverse engineering; Software; Testing; Unified modeling language; Inductive Logic Programming; Reverse Engineering; UI Patterns; Web Application;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Systems and Technologies (CISTI), 2013 8th Iberian Conference on
Conference_Location
Lisboa
Type
conf
Filename
6615703
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