Process Mining Workshops: ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers, Munoz-Gama Jorge, Lu XIXI
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.
Автор: Marrella Andrea, Weber Barbara Название: Business Process Management Workshops: BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021, Revised Selected Papers ISBN: 3030943429 ISBN-13(EAN): 9783030943424 Издательство: Springer Рейтинг: Цена: 68930.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 5th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2021).- On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling.- Creating Unbiased Public Benchmark Datasets with Data Leakage Prevention for Predictive Process Monitoring.- Exploring Gated Graph Sequence Neural Networks for Predicting Next Process Activities.- ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.- 17th International Workshop on Business Process Intelligence (BPI 2021).- Conformance Checking: A Systemic View.- A Distance Measure for Privacy-preserving Process Mining based on Feature Learning.- Towards Understanding the Role of the Human in Event Log Extraction.- May I Take Your Order? On the Interplay Between Time and Order in Process Mining.- Attribute-driven Case Notion Discovery for Unlabeled Event Logs.- Demystifying Noise and Outliers in Event logs: Review and Future Directions.- Workshop on BPM Governance for and beyond Digital Transformation (BPMGOV 2021).- Process innovation in the EU public sector through the lens of BPM ambidexterity.- The BPM Governance supporting factors and implementation barriers - the experience of a public University.- About a Process-Technology Fit for Process Improvements in an Ambidextrous Environment.- Exploring the key factors of process improvement that drive competitive advantage: A case of Serbia.- Workshop on Business Process Management and Routine Dynamics (BPM&RD 2021).- Expanding modeling notations: requirements for creative process modeling.- Analyzing Digital Trace Data to Promote Discovery - The Case of Heatmapping.- Predicting Process Structure after a disruption: An example from the clinical documentation process.- Capabilities for Digital Process Innovation: Results of an Ongoing Action Research Study.- Digital Twin of an Organization: Are you serious?.- 14th Workshop on Social and Human Aspects of Business Process Management (BPMS2'21).- Pair Modeling: Does One Plus One Add Up?.- On the Systematic Analysis of Process Landscape Method Implementation using Grounded Theory.- Business Process Improvement in Industry 4.0: An Interorganizational Perspective.- The Effect of Self-Healing on Process Acceptance.- PACAs: Process-Aware Conversational Agents.- Intelligent Robots in Business Processes: A Students' Perspective.- 9th International Workshop on DEClarative, DECision and Hybrid Approaches to Processes (DEC2H 2021).- Modeling Objectives of Knowledge Workers.- Extracting Decision Dependencies and Decision Logic from Text Using Deep Learning Techniques.- Decision Modelling in Timed Dynamic Condition Response Graphs with Data.- 5th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2021).- A Context and Augmented Reality BPMN and BPMS Extension for Industrial Internet of Things Processes.- Supporting Users in the Continuous Evolution of Automated Routines in their Smart Spaces.- The Benefits of Sensor-Measurement Aggregation in Discovering IoT Process Models: A Smart-House Case Study.- 14th Workshop on Security and Privacy-Enhanced Business Process Management (SPBP'21).- Matching Metadata on Blockchain for Self-Sovereign Identity.- Confidentiality Enhanced Life-Cycle Assessment.
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.
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.
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?.
Автор: Gao Yunjun, Liu An, Tao Xiaohui Название: Web and Big Data. APWeb-WAIM 2021 International Workshops: KGMA 2021, SemiBDMA 2021, DeepLUDA 2021, Guangzhou, China, August 23-25, 2021, Revised Sele ISBN: 9811681422 ISBN-13(EAN): 9789811681424 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The Fourth International Workshop on Knowledge Graph Management and Applications.- The Third International Workshop on Semi-structured Big Data Management and Applications.- The Second International Workshop on Deep Learning in Large-scale Unstructured Data Analytics.
Автор: Abramowicz Witold, Klein Gary Название: Business Information Systems Workshops: Bis 2020 International Workshops, Colorado Springs, Co, Usa, June 8-10, 2020, Revised Selected Papers ISBN: 3030611450 ISBN-13(EAN): 9783030611453 Издательство: Springer Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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
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.
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