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Text-Aware Predictive Monitoring of Business Processes

Marco Pegoraro, Merih Seran Uysal, David Benedikt Georgi, Wil M. P. van der Aalst
2021 24th International Conference on Business Information Systems : 14-17 June 2021  
The real-time prediction of business processes using historical event data is an important capability of modern business process monitoring systems.  ...  Experiments show that the text-aware model is able to outperform state-of-the-art process prediction methods on simulated and real-world event logs containing textual data.  ...  Conclusion The prediction of the future course of business processes is a major challenge in business process mining and process monitoring.  ... 
doi:10.18154/rwth-2021-06758 fatcat:dq4wiwmoanfevdj3hor7ihfro4

Text-Aware Predictive Monitoring of Business Processes

Marco Pegoraro, Merih Seran Uysal, David Benedikt Georgi, Wil M.P Van der Aalst
2021 Business Information Systems  
The real-time prediction of business processes using historical event data is an important capability of modern business process monitoring systems.  ...  Experiments show that the text-aware model is able to outperform state-of-the-art process prediction methods on simulated and real-world event logs containing textual data.  ...  Conclusion The prediction of the future course of business processes is a major challenge in business process mining and process monitoring.  ... 
doi:10.52825/bis.v1i.62 fatcat:cxmqpxhqjfchzbn6k6qxmxyfhu

Text-Aware Predictive Monitoring of Business Processes [article]

Marco Pegoraro and Merih Seran Uysal and David Benedikt Georgi and Wil M.P. van der Aalst
2021 arXiv   pre-print
The real-time prediction of business processes using historical event data is an important capability of modern business process monitoring systems.  ...  Experiments show that the text-aware model is able to outperform state-of-the-art process prediction methods on simulated and real-world event logs containing textual data.  ...  Conclusion The prediction of the future course of business processes is a major challenge in business process mining and process monitoring.  ... 
arXiv:2104.09962v2 fatcat:pmauegph35hx7mob7lfmfplsfu

Business Process Models in the Context of Predictive Process Monitoring

Florian Spree
2021 Revista de Informática Teórica e Aplicada  
Hence, the paper's work demonstrates the importance of business process models and their characteristics in the context of predictive process monitoring and proposes the concept of a tool approach and  ...  Predictive process monitoring is a subject of growing interest in academic research. As a result, an increased number of papers on this topic have been published.  ...  column Business Process Models and Predictive Process Monitoring the field of metric.  ... 
doi:10.22456/2175-2745.106828 fatcat:gt3gr5au7za7pnfp7xfpduoyre

The Metacognitive Processing Strategies of Nonnative Readers of German

Victoria C. Berkemeyer
1995 Die Unterrichtspraxis/Teaching German  
’s own understanding and non- understanding, and includes such processing skills as predicting, checking, and monitoring compre- hension during reading (Fitzgerald).  ...  .2 They tend to view reading as a process of decoding individual words rather than a process of building a coherent conceptual representation of the text (Baker and Brown).  ... 
doi:10.2307/3531128 fatcat:aoc67urwyzdvzl6ubil6ijnxhm

Mitigating the Bullwhip Effect with eWord of Mouth: eBusiness Intelligence Perspective

Mohammed AlSudairi
2012 International Journal of Managing Value and Supply Chains  
EWOM as a Social Mediated Monitoring (SMM) technique, when combined with web analytics and predictive modeling, will have potential to generate probabilistic information.  ...  This study aims to explore the influence of electronic Word Of Mouth (eWOM) with the actual adoption of internet technologies in influencing customer demand in the enterprise supply chain management scenario  ...  The text is then modeled and used by structured data for analysis purpose with traditional BI tools such as: (i) Ad-hoc reports, (ii) On Line Analytical Processing (iii) Data mining and (iv) Predictive  ... 
doi:10.5121/ijmvsc.2012.3403 fatcat:3dze5dydzzctrisr5zy34xmbwu

Metacognitive Awareness of Reading Strategies, Reading Practices and Academic Attainments of University Students

Sheikh Irfan, Kamal Soomro, Nasreen Hussain
2019 Journal of Education and Educational Development  
The results showed Metacognitive Awareness of Reading Strategies significantly predicts academic attainments of university students.  ...  This study was conducted to examine the relationship between metacognitive awareness of reading strategies (MARS), and academic attainments (AA) of undergraduate business students.  ...  Palani (2012) added that it is a process of identifying and comprehending the text.  ... 
doi:10.22555/joeed.v6i1.2749 fatcat:427t75mz4fco3egv5qz77pekpe

The Age of Surveillance Capitalism by Shoshana Zuboff

S. Beerends
2019 Delphi - Interdisciplinary Review of Emerging Technologies  
The Age of Surveillance Capitalism makes clear how these debates fail to understand the exploitative business model that underpins our digital world and the immense techno-social challenges we are facing  ...  Current debates around big data and the power of Big Tech are often framed in terms of privacy and data ownership: give users ownership over their data and the imbalance of power between tech companies  ...  of our awareness through 'unobtrusive behavioral monitors' and a 'seamless nervous system that covers the planet'.  ... 
doi:10.21552/delphi/2019/3/10 fatcat:5fkevckczzaxhnrdskrzqhyeyi

An Overview of Information Tools and Technologies for Competitive Intelligence Building: Theoretical Approach

Celina M. Olszak
2014 Issues in Informing Science and Information Technology  
CI is a subset of Business Intelligence (BI), providing balanced picture of the environment to the decision makers.  ...  The research study is mainly exploratory and descriptive in nature, with the objective of providing an overview of the issue of CI and investigating the various information tools and technologies for CI  ...  According to Albescu, Pugna, and Paraschiv (2008) BI is the activity of monitoring mostly the internal business processes, while CI is focused on the monitoring of external environment and uses public  ... 
doi:10.28945/1985 fatcat:apuztbk44bdrdgor66kfcq3lku

Page 957 of Linguistics and Language Behavior Abstracts: LLBA Vol. 24, Issue 2 [page]

1990 Linguistics and Language Behavior Abstracts: LLBA  
monitoring; gifted 7th graders; 9003235 reading comprehension repair strategies, use/predicted use/use aware- ness relationship, methodologies’ converging evidence; 3306 reading comprehension, expository  ...  time-of-day effects; 9002467 word definition/prose recall, vocabulary difficulty/text length effects; 9003295 word learning, children’s early reading processes; eye movements; 9003296 word-reading strategies  ... 

The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice

Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Jacques Palicot, Honggang Zhang
2014 IEEE Communications Magazine  
R&D Program of China (no. 2012BAH75F01), and the grant of "Investing for the Future" program of France ANR to the CominLabs excellence laboratory (ANR-10-LABX-07-01).  ...  This article is supported by the National Basic Research Program of China (973Green, no. 2012CB316000), the Key (Key grant) Project of the Chinese Ministry of Education (no. 313053), the Key Technologies  ...  service types (i.e. voice, text and data) is influenced by several common factors, such as idle/busy time of a person.  ... 
doi:10.1109/mcom.2014.6829969 fatcat:mwpvzikaiveqtj7xhvpu52aa3m

Business applications of unstructured text

William L. Kuechler
2007 Communications of the ACM  
Document-based indexing and query processing. 92 October 2007/Vol. 50, No. 10 COMMUNICATIONS OF THE ACMPushed by legislation and pulled by enhanced technology and heightened awareness of business benefit  ...  Pushed by legislation and pulled by enhanced technology and heightened awareness of business benefit, UTAA thus seems poised for rapid entry into the mainstream of business information systems applications  ... 
doi:10.1145/1290958.1290967 fatcat:udwl7da6czfjhc34oypfnoq624

Introduction to IT Architectures and Applications in Healthcare Environment Minitrack

Radmila Juric, Jasna Kuljis, Patricia Oberndorf
2013 2013 46th Hawaii International Conference on System Sciences  
Finally the paper "Using intelligent data sources to monitor unusual behaviors in individual's health data" proposes the design of a real time adaptive framework for accommodating the process of predicting  ...  The paper entitled "Use of Text Search to Effectively Identify Lifetime Prevalence of Suicide Attempts Among Veterans" demonstrates how the application of search engine technologies, with added text search  ... 
doi:10.1109/hicss.2013.316 dblp:conf/hicss/JuricKO13 fatcat:sifjqzuwjvfbxbxi6ldulcrdva

Introduction to IT Architectures and Applications in Healthcare Environment Minitrack

Radmila Juric, Jasna Kuljis, Patricia Oberndorf
2012 2012 45th Hawaii International Conference on System Sciences  
Finally the paper "Using intelligent data sources to monitor unusual behaviors in individual's health data" proposes the design of a real time adaptive framework for accommodating the process of predicting  ...  The paper entitled "Use of Text Search to Effectively Identify Lifetime Prevalence of Suicide Attempts Among Veterans" demonstrates how the application of search engine technologies, with added text search  ... 
doi:10.1109/hicss.2012.361 fatcat:67t34w6v6zdjblcp3kramefls4

Disaster Management in the Digital Age

Jeffrey W. Talley
2019 IBM Journal of Research and Development  
But how can technologies like cloud, artificial intelligence (AI), and predictive analytics be leveraged across all aspects of the disaster management life cycle?  ...  Within the last decade, the frequency of disaster events and their costs are on the rise.  ...  Adaptation of situational awareness tool user interfaces for Texas-focused geography, infrastructure, and weather monitoring were developed and tested.  ... 
doi:10.1147/jrd.2019.2954412 fatcat:ygua45q3pbdyxj45zrv2c257tm
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