Article

Ontology-based Activity Intention Recognition via Human-in-the-loop Framework

2024-05-24

Abstract excerpt

<title>Abstract</title> <p>Human intention recognition is crucial for various human-centered settings.Existing approaches can be categorized into data-driven and knowledge-drivenmethods. While data-driven methods have shown promising performance withlarge training sets, they face challenges in data collection and limited interpretability.In contrast, knowledge-driven methods have the advantage of notrequiring tra...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 8de897db-7cc9-569c-93aa-d54ee8a74256
DOI: 10.21203/rs.3.rs-4417393/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Ontology-based Activity Intention Recognition via Human-in-the-loop FrameworkDOI 10.21203/rs.3.rs-4417393/v1Read

Explainable Multimodal Fall Detection via Ontology-Guided Sensor Fusion and Semantic ReasoningSemantic proximity Read

Ambient Intelligence Based on IoT for Assisting People with Alzheimer’s Disease Through Context HistoriesSemantic proximity Read

Combining Generative AI and Knowledge Graphs in an Agent-Based Framework for Explainable Industrial Plant IntelligenceSemantic proximity Read

Enhancement of Long-Horizon Task Planning via Active and Passive Modification in Large Language ModelSemantic proximity Read

A Differential Effect-Aware Reasoner for Action DynamicsSemantic proximity Read

A Computational Mechanism for Encoding, Recalling and Forgetting of Real-Life Episodic EventsSemantic proximity Read

Developing a Human-Centric AI-based Multi-Criteria Energy Efficiency Advisory Framework for Apartment Housing of Mashhad, IranSemantic proximity Read

An Intelligent Warehouse Execution Framework Integrating SAP Extended WarehouseManagement, Large Language Models, SAP Business Technology Platform, and Autonomous Mobile RobotsSemantic proximity Read

Semantic-Retrieval-Reasoning Pipeline: A Hybrid Large Language Model Framework for Intent-Aware and Explainable Bundle RecommendationSemantic proximity Read

PlanAgent: Embodied Visual-Language Model for Grounded Task planning with Environment MapSemantic proximity Read

Experimental validation of elderly support robot integrated with knowledge representation interfaceSemantic proximity Read

A new approach for predicting the future position of a moving object: Hurricanes case studySemantic proximity Read