دورية أكاديمية

Towards Intelligent Automation (IA): Literature Review on the Evolution of Robotic Process Automation (RPA), its Challenges, and Future Trends

التفاصيل البيبلوغرافية
العنوان: Towards Intelligent Automation (IA): Literature Review on the Evolution of Robotic Process Automation (RPA), its Challenges, and Future Trends
المؤلفون: Siderska Julia, Aunimo Lili, Süße Thomas, Stamm John von, Kedziora Damian, Aini Suraya Nabilah Binti Mohd
المصدر: Engineering Management in Production and Services, Vol 15, Iss 4, Pp 90-103 (2023)
بيانات النشر: Sciendo, 2023.
سنة النشر: 2023
المجموعة: LCC:Production management. Operations management
مصطلحات موضوعية: robotic process automation, rpa, intelligent process automation, ipa, ai, intelligent automation, challenges, Production management. Operations management, TS155-194
الوصف: Robotic Process Automation (RPA) and Artificial Intelligence (AI) integration offer great potential for the future of corporate automation and increased productivity. RPA rapidly evolves into Intelligent Process Automation (IPA) by incorporating advanced technologies and capabilities beyond simple task automation. The paper aims to identify the organisational, technological, and human-centred challenges that companies face in transitioning from RPA to IPA. The research process involved conducting the scientific literature search using the ResearchRabbit AI tool, which provided a set of reference papers relevant to the formulated research questions. As a result of the conducted literature review, the authors identified key challenges and possible countermeasures for companies transitioning from RPA to IPA. The resulting collection of reference scientific articles formed the basis for this study’s content and substantive analysis. Furthermore, this study contributes by identifying artificial intelligence techniques and algorithms, such as Natural Language Processing (NLP), Machine Learning (ML), Deep Learning (DL), predictive analytics, and others, that can be integrated with RPA to facilitate the transition to IPA. The paper also offers insights into potential future research areas.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2543-912X
Relation: https://doaj.org/toc/2543-912X
DOI: 10.2478/emj-2023-0030
URL الوصول: https://doaj.org/article/9920650b41cb43deb2bd815f364a5631
رقم الأكسشن: edsdoj.9920650b41cb43deb2bd815f364a5631
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:2543912X
DOI:10.2478/emj-2023-0030