Harnessing the Power of Data

Understanding the functionality and applicability of algorithms is essential for building effective models. [...]the integration of AI, particularly machine learning, can amplify the precision and predictive power of models, facilitating a more nuanced and dynamic understanding of complex military o...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Army 2024-09, Vol.74 (9), p.16-19
Hauptverfasser: Bate, Jon, Platz, Nate
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 19
container_issue 9
container_start_page 16
container_title Army
container_volume 74
creator Bate, Jon
Platz, Nate
description Understanding the functionality and applicability of algorithms is essential for building effective models. [...]the integration of AI, particularly machine learning, can amplify the precision and predictive power of models, facilitating a more nuanced and dynamic understanding of complex military operations. PRACTICAL APPLICATIONS Rapid data modeling has a range of applications, from unit risk analysis to resource allocation to predictive maintenance. [...]data management is critical for modeling that supports decisions. Adoption of rapid data modeling by tactical units is pivotal for a more agile, efficient and effective data-centric force.
format Article
fullrecord <record><control><sourceid>proquest</sourceid><recordid>TN_cdi_proquest_reports_3100302203</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3100302203</sourcerecordid><originalsourceid>FETCH-proquest_reports_31003022033</originalsourceid><addsrcrecordid>eNpjYeA0MDAw0TUyMTXlYOAqLs4yMDA0NTMx5WSQ8UgsykstLs7MS1coyUhVCMgvTy1SyE9TcEksSeRhYE1LzClO5YXS3AxKbq4hzh66BUX5haWpxSXxRakF-UUlxfHGhgYGxgZGRgbGxkQpAgBBUimN</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3100302203</pqid></control><display><type>article</type><title>Harnessing the Power of Data</title><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Bate, Jon ; Platz, Nate</creator><creatorcontrib>Bate, Jon ; Platz, Nate</creatorcontrib><description>Understanding the functionality and applicability of algorithms is essential for building effective models. [...]the integration of AI, particularly machine learning, can amplify the precision and predictive power of models, facilitating a more nuanced and dynamic understanding of complex military operations. PRACTICAL APPLICATIONS Rapid data modeling has a range of applications, from unit risk analysis to resource allocation to predictive maintenance. [...]data management is critical for modeling that supports decisions. Adoption of rapid data modeling by tactical units is pivotal for a more agile, efficient and effective data-centric force.</description><identifier>ISSN: 0004-2455</identifier><language>eng</language><publisher>Arlington: Association of the US Army</publisher><subject>Accuracy ; Algorithms ; Armed forces ; Artificial intelligence ; Data analysis ; Data management ; Decision making ; Information literacy ; Leadership ; Machine learning ; Military applications ; Military operations ; Military reserves ; Modelling ; Power ; Predictive maintenance ; Resource allocation ; Risk analysis ; Tactical units ; Trends ; Variables</subject><ispartof>Army, 2024-09, Vol.74 (9), p.16-19</ispartof><rights>Copyright Association of the US Army Sep 2024</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>312,780,784,791</link.rule.ids></links><search><creatorcontrib>Bate, Jon</creatorcontrib><creatorcontrib>Platz, Nate</creatorcontrib><title>Harnessing the Power of Data</title><title>Army</title><description>Understanding the functionality and applicability of algorithms is essential for building effective models. [...]the integration of AI, particularly machine learning, can amplify the precision and predictive power of models, facilitating a more nuanced and dynamic understanding of complex military operations. PRACTICAL APPLICATIONS Rapid data modeling has a range of applications, from unit risk analysis to resource allocation to predictive maintenance. [...]data management is critical for modeling that supports decisions. Adoption of rapid data modeling by tactical units is pivotal for a more agile, efficient and effective data-centric force.</description><subject>Accuracy</subject><subject>Algorithms</subject><subject>Armed forces</subject><subject>Artificial intelligence</subject><subject>Data analysis</subject><subject>Data management</subject><subject>Decision making</subject><subject>Information literacy</subject><subject>Leadership</subject><subject>Machine learning</subject><subject>Military applications</subject><subject>Military operations</subject><subject>Military reserves</subject><subject>Modelling</subject><subject>Power</subject><subject>Predictive maintenance</subject><subject>Resource allocation</subject><subject>Risk analysis</subject><subject>Tactical units</subject><subject>Trends</subject><subject>Variables</subject><issn>0004-2455</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpjYeA0MDAw0TUyMTXlYOAqLs4yMDA0NTMx5WSQ8UgsykstLs7MS1coyUhVCMgvTy1SyE9TcEksSeRhYE1LzClO5YXS3AxKbq4hzh66BUX5haWpxSXxRakF-UUlxfHGhgYGxgZGRgbGxkQpAgBBUimN</recordid><startdate>20240901</startdate><enddate>20240901</enddate><creator>Bate, Jon</creator><creator>Platz, Nate</creator><general>Association of the US Army</general><scope>3V.</scope><scope>4T-</scope><scope>7XB</scope><scope>88F</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>M1Q</scope><scope>M2O</scope><scope>MBDVC</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>S0X</scope></search><sort><creationdate>20240901</creationdate><title>Harnessing the Power of Data</title><author>Bate, Jon ; Platz, Nate</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_reports_31003022033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Accuracy</topic><topic>Algorithms</topic><topic>Armed forces</topic><topic>Artificial intelligence</topic><topic>Data analysis</topic><topic>Data management</topic><topic>Decision making</topic><topic>Information literacy</topic><topic>Leadership</topic><topic>Machine learning</topic><topic>Military applications</topic><topic>Military operations</topic><topic>Military reserves</topic><topic>Modelling</topic><topic>Power</topic><topic>Predictive maintenance</topic><topic>Resource allocation</topic><topic>Risk analysis</topic><topic>Tactical units</topic><topic>Trends</topic><topic>Variables</topic><toplevel>online_resources</toplevel><creatorcontrib>Bate, Jon</creatorcontrib><creatorcontrib>Platz, Nate</creatorcontrib><collection>ProQuest Central (Corporate)</collection><collection>Docstoc</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Military Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>eLibrary</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>SciTech Premium Collection</collection><collection>Military Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>SIRS Editorial</collection><jtitle>Army</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bate, Jon</au><au>Platz, Nate</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Harnessing the Power of Data</atitle><jtitle>Army</jtitle><date>2024-09-01</date><risdate>2024</risdate><volume>74</volume><issue>9</issue><spage>16</spage><epage>19</epage><pages>16-19</pages><issn>0004-2455</issn><abstract>Understanding the functionality and applicability of algorithms is essential for building effective models. [...]the integration of AI, particularly machine learning, can amplify the precision and predictive power of models, facilitating a more nuanced and dynamic understanding of complex military operations. PRACTICAL APPLICATIONS Rapid data modeling has a range of applications, from unit risk analysis to resource allocation to predictive maintenance. [...]data management is critical for modeling that supports decisions. Adoption of rapid data modeling by tactical units is pivotal for a more agile, efficient and effective data-centric force.</abstract><cop>Arlington</cop><pub>Association of the US Army</pub></addata></record>
fulltext fulltext
identifier ISSN: 0004-2455
ispartof Army, 2024-09, Vol.74 (9), p.16-19
issn 0004-2455
language eng
recordid cdi_proquest_reports_3100302203
source Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Accuracy
Algorithms
Armed forces
Artificial intelligence
Data analysis
Data management
Decision making
Information literacy
Leadership
Machine learning
Military applications
Military operations
Military reserves
Modelling
Power
Predictive maintenance
Resource allocation
Risk analysis
Tactical units
Trends
Variables
title Harnessing the Power of Data
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T23%3A48%3A40IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Harnessing%20the%20Power%20of%20Data&rft.jtitle=Army&rft.au=Bate,%20Jon&rft.date=2024-09-01&rft.volume=74&rft.issue=9&rft.spage=16&rft.epage=19&rft.pages=16-19&rft.issn=0004-2455&rft_id=info:doi/&rft_dat=%3Cproquest%3E3100302203%3C/proquest%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3100302203&rft_id=info:pmid/&rfr_iscdi=true