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Human Task Monitoring and Contextual Analysis for Domain Specific Business Processes [article]

Kunal Suri, Adrian Mos
2016 arXiv   pre-print
Monitoring the execution of business processes and activities composing them is an essential capability of Business Process Management (BPM) Suites.  ...  This paper proposes a monitoring framework with a capability to monitor and analyze the human tasks in a domain specific setting and contextually correlate the task execution patterns to the workload distribution  ...  They differ from our approach, as they do not consider the contextual monitoring of user-centric business processes deployed in domain-specific settings.  ... 
arXiv:1610.05788v1 fatcat:hqosn6x42rasndapajwtwwvwh4

Monitoring of Business Processes with Complex Event Processing [chapter]

Susanne Bülow, Michael Backmann, Nico Herzberg, Thomas Hille, Andreas Meyer, Benjamin Ulm, Tsun Yin Wong, Mathias Weske
2014 Lecture Notes in Business Information Processing  
Business process monitoring enables a fast and specific overview of the process executions in an enterprise. Traditionally, this kind of monitoring requires a coherent event log.  ...  In this paper, we present an approach that enables monitoring of business processes with execution data, independently of the structure and source of the event information.  ...  There, raw events are the representation of real world happenings in information systems, normalized events have been put into a predefined structure based on the event type, business events contain contextual  ... 
doi:10.1007/978-3-319-06257-0_22 fatcat:tkeb5pjfvbc2zlwdqck7djem5u

Optimizing the IT business supply chain utilizing cloud computing

D. F. Ferguson, E. Hadar
2011 2011 8th International Conference & Expo on Emerging Technologies for a Smarter World  
Enterprises think in terms of IT Services that IT provides to the business.  ...  Reducing cost is one component of ROI, however the predominant value is increasing revenue. IT is essential to the enterprise agilely to exploit new business opportunities.  ...  Yet, at the IT systems levels, the monitoring applications must correlate the information into higher-layer business systems to put events in the business process and transaction context.  ... 
doi:10.1109/cewit.2011.6135869 fatcat:uzkg2fkrdfax3c3jxyvmfzbbx4

Cognitive Business Process Management for Adaptive Cyber-Physical Processes [chapter]

Andrea Marrella, Massimo Mecella
2018 Lecture Notes in Business Information Processing  
of connected devices and embedded ICT systems (e.g., smartphones, sensors, actuators) producing huge amounts of data and events that influence the enactment of the Cyber Physical Processes (CPPs) enacted  ...  A Process Management System (PMS) employed for executing CPPs is required to automatically adapt its running processes to anomalous situations and exogenous events by minimising any human intervention  ...  Knowledge-intensive Processes in Cyber-Physical Domains through Action-based Languages".  ... 
doi:10.1007/978-3-319-74030-0_33 fatcat:ekovpz5mtbb7ha2cwqlhjmygra

Real Time Business Performance Monitoring and Analysis Using Metric Network

Pu Huang, Hui Lei, Lipyeow Lim
2006 2006 IEEE International Conference on e-Business Engineering (ICEBE'06)  
We propose a system called metric network for enterprise-wide business performance monitoring and analysis.  ...  Monitoring and analyzing business performance in a continuous manner nowadays is crucial for enterprises to achieve operational excellence, and to better align daily operations with long-term business  ...  RELATED WORK Real time business process monitoring and data mining, and sensor network applications often generate a large amount of data continuously.  ... 
doi:10.1109/icebe.2006.84 dblp:conf/icebe/HuangLL06 fatcat:fghhoihx2rdi5lawo2cixtlqpa

Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap

Sherif Sakr, Zakaria Maamar, Ahmed Awad, Boualem Benatallah, Wil M. P. Van Der Aalst
2018 IEEE Access  
Nowadays, enterprises are able to gather massive amounts of event data.  ...  In this paper, we advocate that a good understanding of the business process and Big Data worlds can play an effective role in improving the efficiency and the quality of various data-intensive business  ...  ACKNOWLEDGMENT The work of Sherif Sakr and Ahmed Awad is funded by the European Regional Development Funds via the Mobilitas Plus programme (grant MOBTT75).  ... 
doi:10.1109/access.2018.2881759 fatcat:2fcc4au7bfgklf3zemq7xfxcii

Mythbusters

Tim Bass
2007 Proceedings of the 2007 inaugural international conference on Distributed event-based systems - DEBS '07  
An event stream is a special case of an event cloud. An event stream is a sequence of events ordered by time, such as a stock market feed.  ...  An event cloud is the result of many event generating activities going on at different places in an IT system.  ...  CEP applies to a richer set of business problems, not only event data processing, but also business process management, for example.  ... 
doi:10.1145/1266894.1266896 dblp:conf/debs/Bass07 fatcat:hfvnxncilnd6ji2fixp4ki5u6i

Combining Semantic Lifting and Ad-hoc Contextual Analysis in a Data Loss Scenario [chapter]

Antonia Azzini, Ernesto Damiani, Francesco Zavatarelli
2015 Lecture Notes in Business Information Processing  
In particular, we show how applying an appropriate Semantic Lifting to the log may help to discover behavioral patterns of the process that is actually being executed.  ...  Moreover, we describe the impact that Semantics Lifting has on support and confidence of the inferred probabilities of observing these behavioral patterns.  ...  Acknowledgment This work was partly funded by the Italian Ministry of Economic Development under the Industria 2015 contract -KITE.it project.  ... 
doi:10.1007/978-3-662-46436-6_5 fatcat:z5hazp5vsjc7tdfrdavy7kllnm

Call for Papers House Advertisement

2014 IEEE Internet Computing  
and response systems; human/event/situation-centered views of data streams; ■ pattern recognition, trend detection, anomaly and event detection, semantic event processing, and inferring actionable knowledge  ...  P hysical-cyber-social (PCS) computing involves a holistic treatment of data, information, and knowledge from the physical, cyber, and social worlds to integrate, understand, correlate, and provide contextually  ...  and response systems; human/event/situation-centered views of data streams; ■ pattern recognition, trend detection, anomaly and event detection, semantic event processing, and inferring actionable knowledge  ... 
doi:10.1109/mic.2014.90 fatcat:ylzds3a7rnchfnkzrenud7qsay

Investigating Social Contextual Factors in Remaining-Time Predictive Process Monitoring—A Survival Analysis Approach

Niyi Ogunbiyi, Artie Basukoski, Thierry Chaussalet
2020 Algorithms  
Predictive process monitoring aims to accurately predict a variable of interest (e.g., remaining time) or the future state of the process instance (e.g., outcome or next step).  ...  This paper seeks to address this problem by investigating the impact of social contextual features in the predictive process monitoring framework utilising a survival analysis approach.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/a13110267 fatcat:e7eh2t3gcjevzprxjivplkjcqi

An Eco-Improvement Methodology for Reduction of Product Embodied Energy in Discrete Manufacturing [chapter]

H. Özgür Ünver, M. Ural Uluer, Ayşegül Altin, Yiğit Taşcioğlu, S. Engin Kiliç
2012 Leveraging Technology for a Sustainable World  
This paper presents development of a new integrated energy and GHG emissions monitoring model and system that combines business intelligence (BI) with eco-efficiency to aid managerial decision making at  ...  Eco-efficiency practices focusing on energy or material flows are critical to reducing the environmental footprint of manufacturing processes of sustainable companies.  ...  Also special appreciation goes to Mitsubishi North America Automation Division for realization of test set-ups of SSDM.  ... 
doi:10.1007/978-3-642-29069-5_69 fatcat:no77pfpp5zg7lm3lwpnouqpz3y

Business Artifact-Centric Modeling for Real-Time Performance Monitoring [chapter]

Rong Liu, Roman Vaculín, Zhe Shan, Anil Nigam, Frederick Wu
2011 Lecture Notes in Computer Science  
In this paper, we propose a novel approach to performance monitoring based on business artifactcentric process paradigm.  ...  Business artifacts provide an appropriate base for explicit modeling of monitoring contexts. We develop a model-driven two-phase methodology for designing real-time monitoring models.  ...  Although the concept of monitoring context may not be explicitly used in these commercial software, contextual information and related events needed for calculating target performance measures are still  ... 
doi:10.1007/978-3-642-23059-2_21 fatcat:652mrxuxfbgkln7foxgs5ai4w4

Awareness-based Collaboration Driving Process-based Coordination

Dimitrios Georgakopoulos, Marian Nodine, Donald Baker, Andrzej Cichocki
2006 2006 International Conference on Collaborative Computing: Networking, Applications and Worksharing  
To provide efficiency in achieving team objectives, AEC provides situation-and project-related awareness, as well as process-based coordination and automation.  ...  Awareness-Enabled Coordination (AEC) is a platform designed to address the problem of scaling collaboration to large multi-organizational teams.  ...  Contextualize the event by correlating event parameters and event source metadata (e.g. the AEC resource, user, process, external event source, and location) with the information of related contexts.  ... 
doi:10.1109/colcom.2006.361861 dblp:conf/colcom/GeorgakopoulosN06 fatcat:mb2lwozjhza57axkw3iesy43ay

A Review of Event Formats as Enablers of Event-Driven BPM [chapter]

Jörg Becker, Martin Matzner, Oliver Müller, Marcel Walter
2012 Lecture Notes in Business Information Processing  
In particular, time is a relevant variable to business process monitoring and is used for measuring, e.g., cycle times of business processes or idle times of resources.  ...  Information on the origin of an event facilitates event tracing and the interpretation of contextual event data.  ... 
doi:10.1007/978-3-642-28108-2_42 fatcat:z467qtt75nb3nfd5qvuofg7zyy

An Event-Driven System for Business Awareness Management in the Logistics Domain [chapter]

Babis Magoutas, Dominik Riemer, Dimitris Apostolou, Jun Ma, Gregoris Mentzas, Nenad Stojanovic
2013 Lecture Notes in Business Information Processing  
We illustrate how the proposed system increases the awareness of stakeholders about the running business processes, as well as their flexibility by presenting a practical application of the system in the  ...  Modern organizations need real-time awareness about the current business conditions and the various events that occur from multiple and heterogeneous environments and influence their business operations  ...  A major challenge of current business process management solutions is to continuously monitor on-going activities in a business environment [1] and to respond to business events with minimal latency.  ... 
doi:10.1007/978-3-642-36285-9_43 fatcat:kexqm2oyybgwtp7r7yelm2f6ie
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