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Rule-Based Problem Classification in IT Service Management

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1006/ijhc.1979.0308openalex-snapshot
Knowledge acquisition by encoding expert rules versus computer induction from examples: a case study involving soybean pathology
inferredcites →https://doi.org/10.1007/978-1-4615-0907-3openalex-snapshot
Learning to Classify Text Using Support Vector Machines
inferredcites →https://doi.org/10.1007/bf00116251openalex-snapshot
Induction of Decision Trees
inferredcites →https://doi.org/10.1016/0306-4573(88)90021-0openalex-snapshot
Term-weighting approaches in automatic text retrieval
inferredcites →https://doi.org/10.1016/b978-0-08-051055-2.50016-xopenalex-snapshot
LEAP
inferredcites →https://doi.org/10.1016/c2009-0-19715-5openalex-snapshot
Data Mining: Practical Machine Learning Tools and Techniques
inferredcites →https://doi.org/10.1016/j.eswa.2008.06.071openalex-snapshot
Accuracy of machine learning models versus “hand crafted” expert systems – A credit scoring case study
inferredcites →https://doi.org/10.1016/s0020-7373(80)80054-xopenalex-snapshot
Knowledge acquisition by encoding expert rules versus computer induction from examples: a case study involving soybean pathology
inferredcites →https://doi.org/10.1023/a:1012782908347openalex-snapshot
Hierarchical Text Categorization Using Neural Networks
inferredcites →https://doi.org/10.1093/llc/fqn015openalex-snapshot
An evaluation of text classification methods for literary study
inferredcites →https://doi.org/10.1109/icac.2005.46openalex-snapshot
PICCIL: Interactive Learning to Support Log File Categorization
inferredcites →https://doi.org/10.1109/scc.2008.160openalex-snapshot
A Framework for Model-Based Continuous Improvement of Global IT Service Delivery Operations
inferredcites →https://doi.org/10.1109/tkde.2006.180openalex-snapshot
Some Effective Techniques for Naive Bayes Text Classification
inferredcites →https://doi.org/10.1145/183422.183423openalex-snapshot
Automated learning of decision rules for text categorization
inferredcites →https://doi.org/10.2307/1573081openalex-snapshot
Pattern Classification and Scene Analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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An Architecture for System Recovery Based on Solution Records on Different Servers
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Enhanced Ticket Classification Using NLP and Deep Learning for IT Helpdesk Support Systems
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Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems
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Automated IT Service Desk Systems Using Machine Learning Techniques
inferred← citeshttps://doi.org/10.1007/s10922-017-9430-3openalex-snapshot
Building Automated Data Driven Systems for IT Service Management
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System situation ticket identification using SVMs ensemble
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inferred← citeshttps://doi.org/10.1109/access.2018.2875975openalex-snapshot
An Overview of Data-Driven Techniques for IT-Service-Management
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Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters
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Model-Based Planning for State-Related Changes to Infrastructure and Software as a Service Instances in Large Data Centers
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Classifying server behavior and predicting impact of modernization actions
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Towards an Integrated IT Governance and IT Management Framework
inferred← citeshttps://doi.org/10.1109/iccasm.2010.5622756openalex-snapshot
A problem classification approach in business service management
inferred← citeshttps://doi.org/10.1109/icdm.2014.81openalex-snapshot
Hierarchical Incident Ticket Classification with Minimal Supervision
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Symptoms Automation Framework for Cloud Business Alignment: A Collaborative and Responsive Architecture for Knowledge Sharing
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A framework for predicting service delivery efforts using IT infrastructure-to-incident correlation
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Impact of HW and OS type and currency on server availability derived from problem ticket analysis
inferred← citeshttps://doi.org/10.1109/srii.2011.95openalex-snapshot
Automatic Classification of Change Requests for Improved IT Service Quality
inferred← citeshttps://doi.org/10.1145/2463728.2463789openalex-snapshot
A literature review
inferred← citeshttps://doi.org/10.1145/3092697openalex-snapshot
Data-Driven Techniques in Computing System Management
inferred← citeshttps://doi.org/10.1145/3269206.3272029openalex-snapshot
Automatic Conversational Helpdesk Solution using Seq2Seq and Slot-filling Models
inferred← citeshttps://doi.org/10.1145/3731599.3767429openalex-snapshot
Generating Frequently Asked Questions from Technical Support Tickets using Large Language Models
inferred← citeshttps://doi.org/10.1147/jrd.2016.2520620openalex-snapshot
Service analytics for IT service management
inferred← citeshttps://doi.org/10.1147/jrd.2016.2631400openalex-snapshot
On the adoption and impact of predictive analytics for server incident reduction
inferred← citeshttps://doi.org/10.1287/inte.2020.1064openalex-snapshot
IBM Predictive Analytics Reduces Server Downtime
inferred← citeshttps://doi.org/10.1609/aaai.v32i1.11375openalex-snapshot
Vertical Domain Text Classification: Towards Understanding IT Tickets Using Deep Neural Networks
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Machine Learning Techniques for analysis of Egyptian Flight Delay
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The management of crowdsourcing software projects: A systematic mapping
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Large Scale Data Mining for IT Service Management
inferred← citeshttps://doi.org/10.25148/etd.fidc007024openalex-snapshot
Intelligent Data Mining Techniques for Automatic Service Management
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Mining software support tickets for assistive routing
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Designing a New Integrated IT Governance and IT Management Framework Based on Both Scientific and Practitioner Viewpoint
inferred← citeshttps://doi.org/10.48550/arxiv.1906.11607openalex-snapshot
Technical Health Check For Cloud Service Providers
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UFTR: A Unified Framework for Ticket Routing
inferred← citeshttps://doi.org/10.48550/arxiv.2010.06390openalex-snapshot
Escalation Prediction using Feature Engineering: Addressing Support Ticket Escalations within IBM's Ecosystem
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Leveraging the Text Mining to Automate the Customer Helpdesk Systems
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