Business Process Management Workshops: BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021, Revised Selected Papers, Marrella Andrea, Weber Barbara
AKTB Workshop.- Analysis of the structure of Germany's energy sector with self-organizing Kohonen maps.- Time-to-Event Modelling for survival and hazard analysis of Stroke clinical case.- Automatically Extracting Insurance Contract Knowledge Using NLP.- Analyzing Medical Data with Process Mining: a COVID-19 Case Study.- Problem Domain Example of Knowledge-Based Enterprise Model Usage for Different UML Behavioral Models Generation.- BIS Education Workshop.- Reconsidering the Challenges of BIS Education in Light of the COVID Pandemic.- COVID-19-related challenges in business information systems education: experiences from Slovenia.- Successful Project Completion During the COVID-19 Pandemic - A Lesson Learnt.- Comparative analysis of highly ranked BIS degree programs.- DigBD Workshop.- Multi-Agent System for Weather Forecasting in India.- Towards a Data Collection Quality Model for Big Data Applications.- Investigating the Incorporation of Big Data in Management Information Systems.- The Perception of Test Driven Development in Computer Science - Outline for a Structured Literature Review.- DigEx Workshop.- Influence of Augmented Reality on Consumer Behaviour in Online Retailing.- Personality Based Data-driven Personalizationas as an Integral Part of the Mobile Application.- iCRM Workshop.- Social CRM as a business strategy: developing the dynamic capabilities of Micro and Small Businesses.- Gaining Insights on Student Satisfaction by applying Social CRM techniques for Higher Education Institutions.- Understanding Customer-induced Orchestration of Services: A Review of Drivers and Concepts.- QOD Workshop.- A high-resolution urban land surface dataset for the Hong Kong-Shenzhen area.- Review of literature on Open Data for scalability and operation efficiency of electric bus fleets.- Challenges of Mining Twitter Data for Analyzing Service Performance: A Case study of Transportation Service in Malaysia.- Data quality assessment of comma separated values using linked data approach.- Spatio-temporal data sources integration with ontology for road accidents analysis.- BITA Workshop.- IT-Service Value Modeling: A Systematic Literature Analysis.- Consolidating Academic and Practical Guidelines for Digital Transformation.- Integrated Security Management of Public and Private Sector for Critical Infrastructures - Problem Investigation.- Market Launch and Regulative Assessment of ICT-based Medical Devices: Case Study and Problem Definition.- BSCT Workshop.- A Probabilistic Logic Model of Lightning Network.- Enabling Electronic Bills of Lading by Using a Private Blockchain.- Modeling the Resilience of the Cryptocurrency Market to COVID-19.- Fast payment systems dynamics: lessons from diffusion of innovation models.- A Meta-Review of Blockchain Adoption Literature in Supply Chain.
Описание: AKTB Workshop.- A Practical Grafting Model Based Explainable AI for Predicting Corporate Financial Distress.- Data Analytics in the Electronic Games.- Evaluating the interdependent effect for Likert scale items.- Knowledge-Based UML Use Case Model Transformation Algorithm.- Design of a Social-Based Recommendation Mechanism for Peer-to-Peer Insurance.- Mining Personal Service Processes: Towards a Conceptualization for the Time Perspective.- Company Investment Recommendation based on Data Mining Techniques.- BITA Workshop.- An Exploration of Enterprise Architecture Research in Hospitals.- In Search for a Viable Smart Product Model.- Strategic IT Alignment and Business Performance in SMEs: An Empirical Investigation.- Enterprise Computing: A Case Study on Current Practices in SAP Operation.- Integration of Enterprise Modeling and Ontology Engineering as Support for Business/IT-Alignment.- Towards Aligning IT and Daily Routines of Older Adults.- Organizational challenges of digitalization initiatives in tourism network management organizations.- A Configurational Approach to Task-Technology Fit in the Healthcare Sector.- Ontology-Based Fragmented Company Knowledge Integration: Multi-Aspect Ontology Building.- BSCT Workshop.- Comparing market phase features for cryptocurrency and benchmark stock index using HMM and HSMM filtering.- Contagion in Bitcoin networks.- Towards Blockchain and Semantic Web.- Detecting brute-force attacks on cryptocurrency wallets.- Analyzing Transaction Fees with Probabilistic Logic Programming.- An On-Chain Method for Automatic Entitlement Management Using Blockchain Smart Contracts.- Study of factors related to Grin cryptocurrency mining efficiency with GPUs.- Towards Blockchain-Based E-Voting Systems.- Internet of Things and Blockchain Integration: Use Cases and Implementation Challenges.- Wikipedia as an information source on cryptocurrency technology.- DigEX Workshop.- Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study.- How are Negative Customer Experiences Formed? A Qualitative Study of Customers' Online Shopping Journeys.- A model to assess customer alignment through customer experience concepts.- Understanding Users' Preferences for Privacy & Security Features - A Conjoint Analysis of Cloud Storage Services.- The Role of Location Dependent Services for the Success of Local Shopping Platforms.- iCRM Workshop.- Social CRM Services in Digital Marketing Agencies: A Preliminary Study on Service Offerings in Germany.- Social Network Advertising Classification Based on Content Categories.- iDEATE Workshop.- Developing an Artificial Intelligence Capability: A Theoretical Framework for Business Value.- Measuring Qualitative Performance Criteria with Fuzzy Sets.- SmartM: A Non-intrusive Load Monitoring Platform.- Towards a Digitized Understanding of the Skilled Crafts Domain.- Competing for Amazon's Buy Box: A machine-learning approach.- ISAMD Workshop.- Spatial Query Processing on AIS Data Streams in Data Stream Management Systems.- A Study of Vessel Trajectory Compression Based on Vector Data Compression Algorithms.- OCULUS SeaTM Forensics: An Anomaly Detection toolbox for Maritime Surveillance.- Correcting the Destination Information in Automatic Identification System Messages.- QOD Workshop.- A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services.- Approach to Improving the Quality of Open Data in the Universe of Small Molecules.- Evaluating the Quantity of Incident-Related Information in an Open Cyber Security Dataset.- Semantic Data integration and quality assurance of thematic maps in the German Federal Agency for Cartography and Geodesy.- Technical usability of Wikidata's linked data Evaluation of machine interoperability and data interpretability.- SciBOWater Workshop.- Telemetry system for Smart Agriculture.- Increasing collaboration and part
Описание: This book constitutes the refereed proceedings of the 6th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2021, held during September 13-17, 2021. Classification of Univariate and Multivariate Time Series; and Multivariate Time Series Anomaly Detection.
The Third Workshop on Security and Privacy-enhanced Business Process Management (SPBP'20).- Decentralized Data Access with IPFS and Smart Contract Permission Management for Electronic Health Records.- Data Minimisation as Privacy and Trust Instrument in Business Processes.- Verifiable Multi-Party Business Process Automation.- The Thirteenth Workshop on Social and Human Aspects of Business Process Management (BPMS2'20).- A Classification of Digital-Oriented Work Practices.- Competency Cataloging and Localization to Support Organizational Agility in BPM.- Enterprise System Capabilities for Organizational Change in the BPM Life Cycle.- SentiProMo: A Sentiment Analysis-enabled Social Business Process Model Tool.- 4th International Workshop on Business Processes Meet the Internet-of Things (BP-Meet-IoT).- Using Physical Factory Simulation Models for Business Process Management Research.- Modelling Notations for IoT-Aware Business Processes: a Systematic Literature Review.-Workshop on Artificial Intelligence for Business Process Management (AI4BPM).- XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP.- Unsupervised Contextual State Representation for Improved Business Process Models.- Root Cause Analysis in Process Mining Using Structural Equation Models.- On the Complexity of Resource Controllability in Business Process Management.- D3BA: A Tool for Optimizing Business Processes Using NonDeterministic Planning.- Conceptualizing a Capability-Based View of Artificial Intelligence Adoption in a BPM Context.- A General Framework for Action-Oriented Process Mining.- Analyzing Comments in Ticket Resolution to Capture Underlying Process Interactions.- Automated Business Process Discovery from Unstructured Natural-Language Documents.- BPM in the era of Digital Innovation and Transformation (BPMinDIT-2020).- Using Blockchain Technology to Redesign Know Your Customer Processes within the Banking Industry.- Increasing Control in Construction Processes: the Role of Digitalization.- 16th International Workshop on Business Process Intelligence (BPI'20).- Prototype Selection using Clustering and Conformance Metrics for Process Discovery.- Enhancing Discovered Process Models usingBayesian Inference and MCMC.- A Generic Framework for Attribute-Driven Hierarchical Trace Clustering.- Process Outcome Prediction: CNN vs. LSTM (with Attention).- Improving the State-Space Traversal of the eST-Miner by Exploiting Underlying Log Structures.- 8th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2020).- Evaluation of Heuristics for Product Data Models.- Text2Dec: Extracting Decision Dependencies from Natural Language Text for Automated DMN Decision Modelling.- Data Object Cardinalities in Flexible Business Processes.
Rethinking the Input for Process Mining: Insights from the XES Survey and Workshop.- Probability Estimation of Uncertain Process Trace Realizations.- Visualizing Trace Variants From Partially Ordered Event Data.- Analyzing Multi-level BOM-structured Event Data.- Linac: A Smart Environment Simulator of Human Activities.- Root Cause Analysis in Process Mining with Probabilistic Temporal Logic.- xPM: A Framework for Process Mining with Exogenous Data.- A Bridging Model for Process Mining and IoT.- Exploiting Instance Graphs and Graph Neural Networks for next activity prediction.- Can deep neural networks learn process modelstructure? An assessment framework and analysis.- Remaining Time Prediction for Processes with Inter-Case Dynamics.- Event Log Sampling for Predictive Monitoring.- Active Anomaly Detection for Key Item Selection in Process Auditing.- Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach.- Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring.- Online Prediction of Aggregated Retailer Consumer Behaviour.- PErrCas: Process Error Cascade Mining in Trace Streams.- Continuous performance evaluation for business process outcome monitoring.- An Event Data Extraction Approach from SAP ERP for Process Mining.- Towards a Natural Language Conversational Interface for Process Mining.- On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization.- Verifying guideline compliance in clinical treatment using multi-perspective conformance checking: a case study.- Patient Discharge Classification based on the Hospital Treatment Process.- Combining the Clinical and Operational Perspectives in Heterogeneous Treatment E ect Inference in Healthcare Processes.- Interactive Process Mining Applied in a Cardiology Outpatient Department.- Discovering care pathways for multi-morbid patients using event graphs.- Process Mining in Trusted Execution Environments: Towards Hardware Guarantees for Trust-aware Inter-organizational Process Analysis.- Quantifying the Re-identification Risk in Published Process Models.- Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities.
1st International Workshop on Event Data and Behavioral Analytics(EDBA).- Visually Representing History Dependencies in Event Logs.- Analysis of Business Process Batching using Causal Event Models.- Process Procespecting to Improve Renewable Energy Interconnection Queues: A Case Study.- Automated Discovery of Process Models with True Concurrency and Inclusive Choices.- A Novel Approach to Discover Switch Behaviours in Process Mining.- Process Model Discovery from Sensor Event Data.- Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study.- 1st International Workshop on Leveraging Machine Learning in ProcessMining (ML4PM).- Predicting Remaining Cycle Time from Ongoing Cases: A Survival Analysis-based Approach.- Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring.- A preliminary study on the application of Reinforcement Learning for Predictive Process Monitoring.- An Alignment Cost-Based Classi cation of Log Traces Using Machine-Learning.- Improving the Extraction of Process Annotations from Text with Inter-Sentence Analysis.- Case2vec: Advances in Representation Learning for Business Processes.- Supervised Conformance Checking using Recurrent Neural Network Classifiers.- 1st International Workshop on Streaming Analytics for Process Mining(SA4PM'20).- Online Anomaly Detection Using Statistical Leverage for Streaming Business Process Events.- Concept Drift Detection on Streaming Data with Dynamic Outlier Aggregation.- OTOSO: Online Trace Ordering for Structural Overviews.- Performance Skyline: Inferring Process Performance Models from Interval Events.- 5th International Workshop on Process Querying, Manipulation, andIntelligence (PQMI 2020).- Alignment Approximation for Process Trees.- Stochastic Process Discovery By Weight Estimation.- Graph-based Process Mining.- Third International Workshop on Process-Oriented Data Science forHealthcare (PODS4H).- A Process Mining approach to statistical analysis: application to a real-world advanced melanoma dataset.- Process Mining of Disease Trajectories in MIMIC-III: A Case Study.- The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study.- Process mining on the extended event log to analyse the system usage during healthcare processes (Case study: the GP Tab usage during chemotherapy treatments).- Process Mining on FHIR - An Open Standards-Based Process Analytics Suite for Healthcare.- Deriving a sophisticated clinical pathway based on patient conditions from electronic health record data.- Exploration on How Global Warming Affects Emergency Services.- 1st Workshop on Trust and Privacy in Process Analytics (TPPA).- Towards Quantifying Privacy in Process Mining.
Описание: This book constitutes the proceedings of the Blockchain and RPA Forum, held as part of the 19th International Conference on Business Process Management, BPM 2021, which took place during September 6-10, 2021, in Rome, Italy.The Blockchain Forum and the RPA Forum have in common that they are centered around an emerging and exciting technology.
3rd international workshop on Agile Transformation.- Agile Transformation at Scale: A Tertiary Study.- Institutional Logics in Large-Scale Agile Software Development Transformations.- 9th International Workshop on Large-Scale Agile Development.- Innovation in Large-scale agile - Benefits and Challenges of Hackathons when Hacking from Home.- Impacts of COVID-19 Pandemic for Software Development in Nordic Companies - Agility Helps to Respond.- The EFIS framework for leveraging agile organizations within large enterprises.- Managing Dependencies in Large-Scale Agile.- First International Workshop on Agile Sustainability.- How Collective Intelligence Can Gear Agility with Sustainability.- 4th International Workshop on Software-intensive Businesses.- SaaS Pricing Practices Typology: A Case Study.- Is your Software Ecosystem in Danger? Preventing Ecosystem Death through Lessons in Ecosystem Health.- Genesis of a Wood Harvesting B2B Software Platform.- Towards a Taxonomy of Impact Factors for Digital Platform Pricing.- Assessing the Health of the Dark Web: An Analysis of Dark Web Open Source Software Projects.- Using Guilds to Foster Internal Startups in Large Organizations: A case study.- Employee-Driven Innovation to Fuel Internal Software Startups: Preliminary Findings.- Towards a framework to guide the development of practices for software startups.- 2nd Workshop on Agility with Microservice Programming.- Towards Integrating Blockchains with Microservice Architecture Using Model-Driven Engineering.- A service mesh for collaboration between geo-distributed services: the replication case.- Implementation of a microservice-based certification platform.- Poster presentations.- Multiple Roles of Middle Managers in Agile Project Governance: An Activity Theory Perspective.- Cherry Picking - Agile Software Development Teams Applying Design Thinking Tools.- From Project to Product.- Panels.- The Stories We Tell: Experience, Research, or Patterns?.- The future of software engineering: where will machine learning, agile and virtualization take us next?.
Описание: This book constitutes the proceedings of the 18th International Conference on Business Process Management, BPM 2020, held in Seville, Spain, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 27 full papers included in this volume were carefully reviewed and selected from 125 submissions.
Описание: This book constitutes the proceedings of the Blockchain and Robotic Process Automation (RPA) Forum which was held as part of the 18th International Conference on Business Process Management, BPM 2020.
Third International Workshop on Software-Intensive Business.- Unleashing the Business Potential of Software: A Summary of the Third International Workshop on Software-intensive Business.- An Approach for Software-Intensive Business Innovation Based on Experimentation in Non-Software-Intensive Companies.- Towards specific software engineering practices for early-stage startups.- API Utilization and Monetization in Finnish Industries.- ICO Crowdfunding: Incentives, Pricing Strategy, Token Strategy and Crowd Involvement.- What key aspects do ICOs reveal about their businesses.- Product Roadmap Alignment - Achieving the Vision Together: A Grey Literature Review.- Exploring the Success Factors for a Launch of an Algorithmic Consulting Platform.- Eighth International Workshop on Large-Scale Agile Development.- Agile at Scale: A Summary of the 8th International Workshop on Large-Scale Agile Development.- Operationalizing Agile Methods: Examining Coherence in Large-Scale Agile Transformations.- Transitioning from a First Generation to Second Generation Large-Scale Agile Development Method: Towards understanding Implications for Coordination.- Exploring the Product Owner Role within SAFe Implementation in a Multinational Enterprise.- Evaluation of Agile Team Work Quality.- A systematic approach to agile development in highly regulated environment.- Second European Workshop on Serverless Computing and Applications.- Summary of 2nd European Symposium on Serverless Computing and Applications.- Diminuendo! Tactics in Support of FaaS Migrations.- Predictable performance for QoS-sensitive, scalable, multi-tenant Function-as-a-Service deployments.- On the use of Web Assembly in a Serverless Context.- Second International Workshop on Agile Transformations.- Agile Transformation (ATRANS) Workshop: A Summary and Research Agenda.- Agile Transformation: How Employees Experience and Cope with Transformative Change.- Strategy-focused agile transformation: a case study.- Shifting conceptualization of control in Agile Transformations.- It's not Easy Being Agile: Unpacking Paradoxes in Agile Environments.- First International Workshop on Agility with Microservices Programming.- Summary of the First International Workshop on Agility with Microservices Programming.- Improving agility by managing shared libraries in microservices.- Certification as a service.- Third International Workshop on Autonomous Agile Teams.- A decade of research on autonomous agile teams: A summary of the third international workshop at XP2020.- Dependencies of Agile Teams - An Analysis of the Scaled Agile Framework.- Understanding Work Practices of Autonomous Agile Teams: A Social-Psychological Review.- Spotify Tailoring for Architectural Governance.- Enabling Team Autonomy in a Large Organization.- Defining TestOps: Collaborative Behaviors and Technology-driven Workflows Seen as Enablers of Effective Software Testing in DevOps.- Doctoral Symposium.- Investigating Agile Adoption in Saudi Arabian Mobile Application Development.- Crowd Agile Model for Effective Software Development.- Continuous Information Monitoring in Software Startups.- Agile Education and Training Track.- Is it Possible to Apply Agile Methods to Contribute to the Linux Kernel.- Forming and Assessing Student Teams in Software Engineering Courses.- Panel.- Covid-19's Influence on the Future of Agile.
Описание: This book constitutes the proceedings of the BPM Forum of the 18th International Conference on Business Process Management, BPM 2020, which was planned to take place in Seville, Spain, in September 2020.
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