{"id":"https://openalex.org/W7117891252","doi":"https://doi.org/10.1109/milcom64451.2025.11310311","title":"Natural Language Interaction with Databases on Edge Devices in the Internet of Battlefield Things","display_name":"Natural Language Interaction with Databases on Edge Devices in the Internet of Battlefield Things","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W7117891252","doi":"https://doi.org/10.1109/milcom64451.2025.11310311"},"language":null,"primary_location":{"id":"doi:10.1109/milcom64451.2025.11310311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121737790","display_name":"Christopher D. Molek","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher D. Molek","raw_affiliation_strings":["The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA"],"affiliations":[{"raw_affiliation_string":"The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063993549","display_name":"Roberto Fronteddu","orcid":null},"institutions":[{"id":"https://openalex.org/I1335578998","display_name":"Florida Institute for Human and Machine Cognition","ror":"https://ror.org/02napvw46","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335578998"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto Fronteddu","raw_affiliation_strings":["Florida Institute for Human and Machine Cognition (IHMC),Pensacola,FL,USA"],"affiliations":[{"raw_affiliation_string":"Florida Institute for Human and Machine Cognition (IHMC),Pensacola,FL,USA","institution_ids":["https://openalex.org/I1335578998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121704584","display_name":"K. Brent Venable","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Brent Venable","raw_affiliation_strings":["The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA"],"affiliations":[{"raw_affiliation_string":"The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121724308","display_name":"Niranjan Suri","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niranjan Suri","raw_affiliation_strings":["The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA"],"affiliations":[{"raw_affiliation_string":"The University of West Florida (UWF),Department of Intelligent Systems & Robotics,Pensacola,FL,USA","institution_ids":["https://openalex.org/I83683471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5121737790"],"corresponding_institution_ids":["https://openalex.org/I83683471"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"838","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.15610000491142273,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.15610000491142273,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.0544000007212162,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.03519999980926514,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6262000203132629},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5254999995231628},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5108000040054321},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.4869000017642975},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4832000136375427},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.3901999890804291},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.3635999858379364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7728999853134155},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6262000203132629},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5254999995231628},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5144000053405762},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.4869000017642975},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4832000136375427},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39989998936653137},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.3901999890804291},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3328999876976013},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C2776452267","wikidata":"https://www.wikidata.org/wiki/Q1503443","display_name":"Secrecy","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom64451.2025.11310311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7219325304031372,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2799059383","https://openalex.org/W3153008428","https://openalex.org/W4391377904","https://openalex.org/W4400189304","https://openalex.org/W4401042845","https://openalex.org/W4402281163","https://openalex.org/W4402502392","https://openalex.org/W4403935769","https://openalex.org/W4404639342","https://openalex.org/W4404764563","https://openalex.org/W4404781993","https://openalex.org/W4405103415","https://openalex.org/W4408016948","https://openalex.org/W4410152884","https://openalex.org/W4414014501"],"related_works":[],"abstract_inverted_index":{"The":[0],"expansion":[1],"of":[2,5,12,29,68,106,157,217,223],"the":[3,9,27,38,112,118,140,145,168,179,195,215,218,224,246],"Internet":[4,11],"Things":[6,14],"(IoT)":[7],"in":[8,34,81,117,128,147,182,233,241],"battlefield,":[10],"Battlefield":[13],"(IoBT),":[15],"gives":[16],"rise":[17],"to":[18,53,73,95,131,138,144,254],"new":[19],"opportunities":[20],"for":[21,31,92,111,124,155,248,264],"enhancing":[22],"situational":[23,32],"awareness.":[24],"To":[25,57],"increase":[26,240],"potential":[28],"IoBT":[30],"awareness":[33],"critical":[35,265],"decision":[36,266],"making,":[37],"data":[39,166],"from":[40,167],"these":[41,158],"devices":[42,94,253],"must":[43],"be":[44],"processed":[45],"into":[46],"consumer-ready":[47],"information":[48,262],"objects":[49,263],"and":[50,77],"made":[51],"available":[52,165],"consumers":[54],"on":[55,160,251],"demand.":[56],"address":[58],"this":[59,234],"challenge":[60],"we":[61,204],"propose":[62],"a":[63,75,79,101,161,238],"workflow":[64,244],"that":[65,188],"makes":[66],"use":[67],"natural":[69,82,129,148,256],"language":[70,130,257],"processing":[71],"(NLP)":[72],"query":[74],"database":[76,133,141,162],"return":[78],"response":[80],"language.":[83,149],"Our":[84,120,243],"solution":[85],"utilizes":[86],"Large":[87],"Language":[88],"Models":[89],"(LLMs)":[90],"sized":[91],"edge":[93,252],"perform":[96],"NLP,":[97],"as":[98,100,135,137],"well":[99,109,136],"graph":[102],"database.":[103],"These":[104],"types":[105],"databases":[107,260],"are":[108],"suited":[110],"dynamic,":[113],"connected":[114],"networks":[115],"pervasive":[116],"IoBT.":[119],"architecture":[121],"employs":[122],"LLMs":[123,154,250],"both":[125,156],"mapping":[126],"questions":[127],"Cypher":[132,226],"queries":[134,227],"summarize":[139],"output":[142],"back":[143],"user":[146],"We":[150,186],"evaluated":[151],"several":[152],"medium-sized":[153],"tasks":[159],"representing":[163],"publicly":[164],"US":[169],"Army\u2019s":[170],"Multi-purpose":[171],"Sensing":[172,175],"Area":[173,176],"Multi-Purpose":[174],"(MSA)":[177],"at":[178],"Jornada":[180],"Range":[181],"Las":[183],"Cruces,":[184],"NM.":[185],"observe":[187],"Llama":[189],"3.1":[190],"(8":[191],"billion":[192],"parameters)":[193],"outperforms":[194],"other":[196],"models":[197],"across":[198],"all":[199],"considered":[200],"metrics.":[201],"Most":[202],"importantly,":[203],"note":[205],"that,":[206],"unlike":[207],"current":[208],"methods,":[209],"our":[210],"two":[211],"step":[212],"approach":[213],"allows":[214],"relaxation":[216],"Exact":[219],"Match":[220],"(EM)":[221],"requirement":[222],"produced":[225],"with":[228,259],"ground":[229],"truth":[230],"code":[231],"and,":[232],"way,":[235],"it":[236],"achieves":[237],"19.4%":[239],"accuracy.":[242],"lays":[245],"groundwork":[247],"deploying":[249],"enable":[255],"interactions":[258],"containing":[261],"making.":[267]},"counts_by_year":[],"updated_date":"2026-01-02T23:11:23.791532","created_date":"2026-01-01T00:00:00"}