Network Alert and Incident Workflow Intent Recognition Dataset

#Intent Classification #Instruction Understanding #Entity Extraction #Operations Chat Parsing #Network Operations #Alert Management #Incident Response #IT Service Desk

5640
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-24

AI Analysis & Value Prop

This dataset contains chat messages about network alert and IT incident management, including requests to view alert details, acknowledge alerts, assign incidents, escalate cases, and check resolution status. Records are labeled with the corresponding intent and may include structured details such as alert or incident references, assignees, requested status, priority, and intent confidence. It supports training and evaluating models that interpret operations instructions, identify workflow intents, and extract key action details.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
assignee	string	The person or team assigned to the incident, when specified.
priority	string	The priority or severity requested or mentioned in the chat text, when present.
chat_text	string	The original user message requesting an alert or incident management action.
intent_label	string	The classified intent expressed in the chat text.
alert_reference	string	The alert identifier or reference extracted from the chat text, when present.
requested_status	string	The incident or alert status requested or mentioned in the chat text, when present.
intent_confidence	number	The model confidence score for the assigned intent, expressed from 0 to 1.
incident_reference	string	The incident identifier or reference extracted from the chat text, when present.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What types of requests are included?: The dataset covers chat requests from network alert and IT incident workflows, such as viewing alert details, acknowledging alerts, assigning or escalating incidents, and checking resolution status.

Which annotation fields are provided?: Fields include chat text and intent labels, and may also provide alert references, incident references, assignees, requested status, priority, and intent confidence. Details absent from the original message may be empty.

Which training and evaluation tasks does it support?: It supports intent classification for alert and incident management, operations instruction understanding, key information extraction from chat messages, and parsing of IT operations workflows.

How can I access the dataset, and what are the licensing terms?: Refer to the product page for the available download or application process. Before use, review the applicable license, permitted use cases, and terms for commercial use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Network Alert and Incident Workflow Intent Recognition Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/c59f8f40386bda48dac7abebf7129a3a},
  urldate={2026-10-22},
  keywords={network alert intent dataset,IT incident data,alert management chat data,incident workflow classification,network operations instruction understanding,alert intent recognition,incident field extraction,IT service desk training data},
  version={1.0}
}

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