國立高雄大學圖資館 |

Language: English

Back

Generating executable robotic process automation scripts from unsegmented user interface logs

Record Type:	Electronic resources : Monograph/item
Title/Author:	Generating executable robotic process automation scripts from unsegmented user interface logsby Simone Agostinelli.
Author:	Agostinelli, Simone.
Published:	Cham :Springer Nature Switzerland :2024.
Description:	xx, 109 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	BusinessData processing.
Online resource:	https://doi.org/10.1007/978-3-031-61368-5
ISBN:	9783031613685$q(electronic bk.)

Generating executable robotic process automation scripts from unsegmented user interface logs
Agostinelli, Simone.

Generating executable robotic process automation scripts from unsegmented user interface logs[electronic resource] /by Simone Agostinelli. - Cham :Springer Nature Switzerland :2024. - xx, 109 p. :ill., digital ;24 cm. - Lecture notes in business information processing,5221865-1356 ;. - Lecture notes in business information processing ;96..

1) Introduction -- 2) Background -- 3) Segmentation in RPA -- 4) Segments Discovery through Frequent-Pattern Identification -- 5) Human-in-the-loop Interaction through SCAN -- 6) Routine Traces Detection through Trace Alignment -- 7) SmartRPA: Automated Generation of SW Robots -- 8) Realizing and Evaluating SmartRPA -- 9) Conclusion.

This book is a revised version of the PhD dissertation written by the author at Sapienza - Università di Roma in Italy. Robotic Process Automation (RPA) is an automation technology in the field of BPM that creates software robots to automate rule-based and repetitive tasks performed by human users in their applications' user interfaces (UIs) The research underlying this thesis is targeted to: (i) automatically understand which user actions contribute to which routines inside a UI log and (ii) automatically generate executable RPA scripts directly from the UI logs. To this end, a cross-platform software tool called smartRPA was developed, which is able to generate executable RPA scripts, and then validated on four non-functional requirements to measure the quality of the underlying approach. In 2023, the PhD dissertation won the "BPM Dissertation Award", granted to outstanding PhD theses in the field of Business Process Management.

ISBN: 9783031613685$q(electronic bk.)

Standard No.: 10.1007/978-3-031-61368-5doiSubjects--Topical Terms:

199085
Business
--Data processing.

LC Class. No.: HF5548.2

Dewey Class. No.: 650.0285

Generating executable robotic process automation scripts from unsegmented user interface logs
LDR:02374nmm a2200337 a 4500 001 666648
003 DE-He213
005 20240721125234.0
006 m d
007 cr nn 008maaau
008 250107s2024 sz s 0 eng d
020 $a 9783031613685$q(electronic bk.)
020 $a 9783031613678$q(paper)
024 7 $a 10.1007/978-3-031-61368-5 $2 doi
035 $a 978-3-031-61368-5
040 $a GP $c GP
041 0 $a eng
050 4 $a HF5548.2
072 7 $a KJQ $2 bicssc
072 7 $a COM005030 $2 bisacsh
072 7 $a KJQ $2 thema
082 0 4 $a 650.0285 $2 23
090 $a HF5548.2 $b .A275 2024
100 1 $a Agostinelli, Simone. $3 979391
245 1 0 $a Generating executable robotic process automation scripts from unsegmented user interface logs $h [electronic resource] / $c by Simone Agostinelli.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xx, 109 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in business information processing, $x 1865-1356 ; $v 522
505 0 $a 1) Introduction -- 2) Background -- 3) Segmentation in RPA -- 4) Segments Discovery through Frequent-Pattern Identification -- 5) Human-in-the-loop Interaction through SCAN -- 6) Routine Traces Detection through Trace Alignment -- 7) SmartRPA: Automated Generation of SW Robots -- 8) Realizing and Evaluating SmartRPA -- 9) Conclusion.
520 $a This book is a revised version of the PhD dissertation written by the author at Sapienza - Università di Roma in Italy. Robotic Process Automation (RPA) is an automation technology in the field of BPM that creates software robots to automate rule-based and repetitive tasks performed by human users in their applications' user interfaces (UIs) The research underlying this thesis is targeted to: (i) automatically understand which user actions contribute to which routines inside a UI log and (ii) automatically generate executable RPA scripts directly from the UI logs. To this end, a cross-platform software tool called smartRPA was developed, which is able to generate executable RPA scripts, and then validated on four non-functional requirements to measure the quality of the underlying approach. In 2023, the PhD dissertation won the "BPM Dissertation Award", granted to outstanding PhD theses in the field of Business Process Management.
650 0 $a Business $x Data processing. $3 199085
650 1 4 $a Business Informatics. $3 918833
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Business Process Management. $3 714086
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in business information processing ; $v 96. $3 559514
856 4 0 $u https://doi.org/10.1007/978-3-031-61368-5
950 $a Computer Science (SpringerNature-11645)