Unified Compliance Framework

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ABSTRACT Process Automation continues to be a main driver of digital transformation. Yet, it is still technically very demanding to create such automation programs. This project aims to significantly lower the technical barrier of creating web automation programs. The project?s novelties are a suite of new rewrite-based program synthesis algorithms that can automatically generate programs from user demonstrations. The project?s impacts are to enable non-experts in need of performing a tedious but programmatic web-related task to create a program to automate the work, even if they have little or no background in web programming. At the core, this project is developing algorithms that take as input a user demonstration ? in the form of a trace A of user actions (e.g., clicking buttons, scraping data) ? and synthesize a parameterized program P with control-flow structures by rewriting A to P. The approach is based on finite tree automata and involves both neural and symbolic elements in the underlying web automation language, with the goal of being able to effectively reason about the webpage contents while still leveraging the underlying webpage structure. The project is curating a new suite of web automation tasks that are independently useful for future research beyond this project. The investigator is collaborating with partners at Michigan (e.g., Women in Science and Engineering (WISE), Michigan Louis Stokes Alliance for Minority Participation (MI-LSAMP) and Engineering Center for Academic Success (ECAS)) to increase participation of students from underrepresented groups in his research. This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

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PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH Note:  When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval). Some links on this page may take you to non-federal websites. Their policies may differ from this site. Chen, Weihao and Liu, Xiaoyu and Zhang, Jiacheng and Lam, Ian Iong and Huang, Zhicheng and Dong, Rui and Wang, Xinyu and Zhang, Tianyi "MIWA: Mixed-Initiative Web Automation for Better User Control and Confidence" , 2023 https://doi.org/10.1145/3586183.3606720 Citation Details Li, Xiang and Zhou, Xiangyu and Dong, Rui and Zhang, Yihong and Wang, Xinyu "Efficient Bottom-Up Synthesis for Programs with Local Variables" Proceedings of the ACM on Programming Languages , v.8 , 2024 https://doi.org/10.1145/3632894 Citation Details Pu, Kevin and Yang, Jim and Yuan, Angel and Ma, Minyi and Dong, Rui and Wang, Xinyu and Chen, Yan and Grossman, Tovi "DiLogics: Creating Web Automation Programs with Diverse Logics" , 2023 https://doi.org/10.1145/3586183.3606822 Citation Details

Common controls Framework Excel

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Adobe Common Controls Framework

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Note:  When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval). Some links on this page may take you to non-federal websites. Their policies may differ from this site.

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