{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T15:28:32Z","timestamp":1778945312641,"version":"3.51.4"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3112880","type":"journal-article","created":{"date-parts":[[2021,9,14]],"date-time":"2021-09-14T20:24:55Z","timestamp":1631651095000},"page":"128889-128904","source":"Crossref","is-referenced-by-count":26,"title":["A Systematic Review of Data Models for the Big Data Problem"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7121-141X","authenticated-orcid":false,"given":"Faezeh","family":"Mostajabi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1985-8720","authenticated-orcid":false,"given":"Ali Asghar","family":"Safaei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir","family":"Sahafi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2015.2473840"},{"key":"ref38","first-page":"7","author":"de sousa","year":"0","journal-title":"Logical design of graph databases from an entity-relationship conceptual model"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2013.05.002"},{"key":"ref32","first-page":"338","article-title":"QODM: A query-oriented data modeling approach for NoSQL databases","author":"li","year":"2014","journal-title":"Proc IEEE Work Adv Res Technol Ind Appl"},{"key":"ref31","first-page":"10","article-title":"Modeling NoSQL databases: From conceptual to logical level design","author":"banerjee","year":"2016","journal-title":"Proc 3rd Int Conf Appl Innov Mob Comput"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2016.7848452"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/3PGCIC.2014.137"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2602622.2602624"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2915201"},{"key":"ref34","author":"atzeni","year":"2017","journal-title":"Data Modeling in the NoSQL World to Cite Version"},{"key":"ref60","first-page":"5883","article-title":"Using JSON for data exchanging in web service applications","volume":"16","author":"peng","year":"2011","journal-title":"J Comput Inf Syst"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2015.06.035"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2015.05.003"},{"key":"ref63","first-page":"275","article-title":"Data stream management systems","volume":"5","author":"geisler","year":"2013","journal-title":"Dagstuhl-Followups"},{"key":"ref28","author":"connolly","year":"2004","journal-title":"Database Solutions A Step-by-Step Guide to Building Databases"},{"key":"ref64","year":"2020","journal-title":"DBMS popularity broken down by database model Number of systems per category"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/960126.806891"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1322432.1322433"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49340-4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-1616-5_1"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-06245-7","author":"chen","year":"2014","journal-title":"Big Data&#x2014;Related Technologies Challenges and Future Prospects"},{"key":"ref22","first-page":"1","article-title":"Big data lifecycle: Threats and security model","author":"alshboul","year":"2015","journal-title":"Proc Amer Conf Inf Syst"},{"key":"ref21","first-page":"1","article-title":"Hyper nested graph: Data model for big data","volume":"14","author":"safaei","year":"2016","journal-title":"Modern Electronic Engineering"},{"key":"ref24","author":"engineer","year":"0","journal-title":"Data Modeling for Big Data"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2016.15"},{"key":"ref26","volume":"4","author":"silberschatz","year":"2011","journal-title":"Database System Concepts"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-017-0068-5"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1080\/20964471.2018.1432115"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/23270012.2019.1700401"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2019.101478"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.11.051"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.14778\/2994509.2994510"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.06.031"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-018-0156-1"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-015-1514-5"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352143"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.08.026"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICMeCG.2009.82"},{"key":"ref11","first-page":"31","article-title":"Big data challenges","volume":"4","author":"tole","year":"2013","journal-title":"Database Syst"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1186\/2046-4053-4-1"},{"key":"ref12","first-page":"511","article-title":"A survey on big data analytics: Challenges, open research issues and tools","volume":"7","author":"ahmed","year":"2016","journal-title":"Int J Adv Comput Sci Appl"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2619369"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-013-0489-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TLA.2018.8362160"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2942475"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1978915.1978919"},{"key":"ref18","first-page":"21","article-title":"Big data, analytics and the path from insights to value","volume":"52","author":"lavalle","year":"2011","journal-title":"Mit Sloan Manag Rev"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.11.032"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.Congress.2014.65"},{"key":"ref3","volume":"53","author":"kusuma","year":"2013","journal-title":"Database Systems"},{"key":"ref6","year":"2013","journal-title":"Data Models for Semistructured Data"},{"key":"ref5","first-page":"181","article-title":"Native XML databases vs. relational databases in dealing with XML documents","volume":"30","author":"pavlovi\u00e1c","year":"2007","journal-title":"Kragujev J Math"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.4495"},{"key":"ref7","article-title":"Data modeling: Object-oriented data model","author":"vazirgiannis","year":"2004","journal-title":"Encyclopedia of Information Systems"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.01.003"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3136623"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-018-1305-8"},{"key":"ref45","first-page":"41","article-title":"GraphSE: An encrypted graph database for privacy-preserving social search","author":"lai","year":"2019","journal-title":"Proc ACM Asia Conf Comput Commun Secur"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.05.193"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2837185.2837224"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SCC.2016.129"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2015.41"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2645"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.08.284"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09537765.pdf?arnumber=9537765","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,8]],"date-time":"2023-11-08T20:10:38Z","timestamp":1699474238000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9537765\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3112880","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}