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Fuzzy Spatiotemporal Data Mining to Activity Recognition in Smart Homes

Metadata Updated: August 23, 2025

A primary goal to design smart homes is to provide automatic assistance for the residents to make them able to live independently at home. Activity recognition is done to achieve the mentioned goal and then to provide assistance, we would need three sort of information. First, we would need to know the goal of the resident, then the pattern that the resident should obey to achieve its goal and third sort of needed information is the deviations from the previously known patterns. In the presented paper, spatiotemporal aspects of daily activities are surveyed to mine the patterns of activities realized by the smart homes residents. Necessary data to model the spatiotemporal aspects of daily activities is provided by embedded sensors in the smart home. We believe that to accomplish daily activities, specific objects are applied and by analyzing the movement of objects and resident(s), we would obtain valuable information to model the daily activities of the Smart Home’s residents.

Access & Use Information

Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

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Dates

Metadata Created Date November 12, 2020
Metadata Updated Date August 23, 2025
Data Update Frequency irregular

Metadata Source

Harvested from NASA Data.json

Additional Metadata

Resource Type Dataset
Metadata Created Date November 12, 2020
Metadata Updated Date August 23, 2025
Publisher Dashlink
Maintainer
Identifier DASHLINK_362
Data First Published 2011-04-28
Data Last Modified 2025-07-17
Public Access Level public
Data Update Frequency irregular
Bureau Code 026:00
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 0bb2d4cf-979d-4b48-9d2d-9b4368f78d64
Harvest Source Id 58f92550-7a01-4f00-b1b2-8dc953bd598f
Harvest Source Title NASA Data.json
Homepage URL https://c3.nasa.gov/dashlink/resources/362/
Program Code 026:029
Source Datajson Identifier True
Source Hash dee6a97867190a0cfce47eefd54400138298ecd63d35113b03e87d05e9aed2ad
Source Schema Version 1.1

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