{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T20:42:23Z","timestamp":1659127343833},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,6,17]],"date-time":"2017-06-17T00:00:00Z","timestamp":1497657600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Big Data"],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1186\/s40537-017-0078-3","type":"journal-article","created":{"date-parts":[[2017,6,17]],"date-time":"2017-06-17T08:11:42Z","timestamp":1497687102000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["DERIV: distributed brand perception tracking framework"],"prefix":"10.1186","volume":"4","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-3411-5933","authenticated-orcid":false,"given":"Manu","family":"Shukla","sequence":"first","affiliation":[]},{"given":"Raimundo","family":"Dos Santos","sequence":"additional","affiliation":[]},{"given":"Andrew","family":"Fong","sequence":"additional","affiliation":[]},{"given":"Chang-Tien","family":"Lu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,17]]},"reference":[{"key":"78_CR1","unstructured":"Wiersma W. The validity of surveys: online and offline. 2013."},{"issue":"2","key":"78_CR2","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.jcps.2011.09.006","volume":"22","author":"N Kervyn","year":"2012","unstructured":"Kervyn N, Fiske ST, Malone C. Research dialogue. J Consum Psychol. 2012;22(2):166\u201376.","journal-title":"J Consum Psychol"},{"key":"78_CR3","unstructured":"Ahmad FS, Ihtiyar A, Jing W, Osman M. Integrating brand perception, culture dimension and social influence in predicting purchase intention in luxury brand market. In: Third international conference on business and economic research, Indonesia. 2012."},{"issue":"18","key":"78_CR4","doi-asserted-by":"crossref","first-page":"1778","DOI":"10.5897\/AJBM11.2113","volume":"7","author":"KH Hanzaee","year":"2013","unstructured":"Hanzaee KH, Rouhani FR. Investigation of the effects of luxury brand perception and brand preference on purchase intention of luxury products. Afr J Bus Manag. 2013;7(18):1778\u201390.","journal-title":"Afr J Bus Manag"},{"issue":"1","key":"78_CR5","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1057\/bm.2012.12","volume":"20","author":"J Clemenz","year":"2012","unstructured":"Clemenz J, Brettel M, Moeller T. How the personality of a brand impacts the perception of different dimensions of quality. J Brand Manag. 2012;20(1):52\u201364.","journal-title":"J Brand Manag"},{"key":"78_CR6","unstructured":"Lindstrom M. Brand sense: sensory secrets behind the stuff we buy. Simon and Schuster. 2008."},{"issue":"4","key":"78_CR7","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1287\/mksc.12.4.378","volume":"12","author":"BG Hardie","year":"1993","unstructured":"Hardie BG, Johnson EJ, Fader PS. Modeling loss aversion and reference dependence effects on brand choice. Mark Sci. 1993;12(4):378\u201394.","journal-title":"Mark Sci"},{"issue":"4","key":"78_CR8","doi-asserted-by":"crossref","first-page":"478","DOI":"10.2307\/3172692","volume":"30","author":"PS Fader","year":"1993","unstructured":"Fader PS, Schmittlein DC. Excess behavioral loyalty for high-share brands: deviations from the dirichlet model for repeat purchasing. J Mark Res. 1993;30(4):478\u201393.","journal-title":"J Mark Res"},{"issue":"4","key":"78_CR9","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1111\/j.1540-5885.2011.00828.x","volume":"28","author":"TJL Rompay van","year":"2011","unstructured":"van Rompay TJL, Pruyn ATH. When visual product features speak the same language: effects of shape-typeface congruence on brand perception and price expectations*. J Prod Innov Manag. 2011;28(4):599\u2013610.","journal-title":"J Prod Innov Manag"},{"issue":"11","key":"78_CR10","first-page":"53","volume":"1","author":"M Rafique","year":"2012","unstructured":"Rafique M. Impact of celebrity advertisement on customers\u2019 brand perception and purchase intention. Asian J Bus Manag Sci. 2012;1(11):53\u201367.","journal-title":"Asian J Bus Manag Sci"},{"key":"78_CR11","doi-asserted-by":"crossref","unstructured":"Ziegler CN, Skubacz M. Towards automated reputation and brand monitoring on the web. In: 2006 IEEE\/WIC\/ACM international conference on web intelligence (WI 2006 main conference proceedings)(WI\u201906). New Jersey: IEEE; 2006. p. 1066\u201372.","DOI":"10.1109\/WI.2006.177"},{"issue":"2","key":"78_CR12","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1109\/MIS.2013.30","volume":"28","author":"E Cambria","year":"2013","unstructured":"Cambria E, Schuller B, Xia Y, Havasi C. New avenues in opinion mining and sentiment analysis. IEEE Intell Syst. 2013;28(2):15\u201321.","journal-title":"IEEE Intell Syst"},{"key":"78_CR13","doi-asserted-by":"crossref","unstructured":"Erdmann M, Ikeda K, Ishizaki H, Hattori G, Takishima Y. Feature based sentiment analysis of tweets in multiple languages. In: Benatallah B, Bestavros A, Manolopoulos Y, Vakali A, Zhang Y, editors. Web Information Systems Engineering \u2013 WISE 2014, volume 8787 of Lecture Notes in Computer Science. Berlin: Springer International Publishing; 2014. p. 109\u2013124.","DOI":"10.1007\/978-3-319-11746-1_8"},{"issue":"16","key":"78_CR14","doi-asserted-by":"crossref","first-page":"6266","DOI":"10.1016\/j.eswa.2013.05.057","volume":"40","author":"M Ghiassi","year":"2013","unstructured":"Ghiassi M, Skinner J, Zimbra D. Twitter brand sentiment analysis: a hybrid system using n-gram analysis and dynamic artificial neural network. Expert Syst Appl. 2013;40(16):6266\u201382.","journal-title":"Expert Syst Appl"},{"issue":"10","key":"78_CR15","doi-asserted-by":"crossref","first-page":"4241","DOI":"10.1016\/j.eswa.2013.01.019","volume":"40","author":"MM Mostafa","year":"2013","unstructured":"Mostafa MM. More than words: social networks\u2019 text mining for consumer brand sentiments. Expert Syst Appl. 2013;40(10):4241\u201351.","journal-title":"Expert Syst Appl"},{"issue":"8","key":"78_CR16","first-page":"973","volume":"18","author":"W Chamlertwat","year":"2012","unstructured":"Chamlertwat W, Bhattarakosol P, Rungkasiri T, Haruechaiyasak C. Discovering consumer insight from twitter via sentiment analysis. J UCS. 2012;18(8):973\u201392.","journal-title":"J UCS"},{"key":"78_CR17","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.dss.2014.07.003","volume":"66","author":"NF Silva da","year":"2014","unstructured":"da Silva NF, Hruschka ER. Tweet sentiment analysis with classifier ensembles. Decis Support Syst. 2014;66:170\u20139.","journal-title":"Decis Support Syst"},{"key":"78_CR18","doi-asserted-by":"crossref","unstructured":"Sidorov G, Miranda-Jim\u00e9nez S, Viveros-Jim\u00e9nez F, Gelbukh A, Castro-S\u00e1nchez N, Vel\u00e1squez F, D\u00edaz-Rangel I, Su\u00e1rez-Guerra S, Trevi\u00f1o A, Gordon J. Empirical study of machine learning based approach for opinion mining in tweets. In: Mexican international conference on artificial intelligence. Berlin: Springer; 2012. p. 1\u201314.","DOI":"10.1007\/978-3-642-37807-2_1"},{"key":"78_CR19","doi-asserted-by":"crossref","unstructured":"Gundecha P, Liu H. Mining social media: a brief introduction, Chapter\u00a02, 2012. p. 1\u201317.","DOI":"10.1287\/educ.1120.0105"},{"key":"78_CR20","doi-asserted-by":"crossref","unstructured":"Kondreddi S, Triantafillou P, Weikum G. Combining information extraction and human computing for crowdsourced knowledge acquisition. In: IEEE 30th international conference on data engineering (ICDE). 2014 . p. 988\u201399.","DOI":"10.1109\/ICDE.2014.6816717"},{"key":"78_CR21","unstructured":"Tang S, Wu F, Li S, Lu W, Zhang Z, Zhuang Y. Sketch the storyline with charcoal: a non-parametric approach. In: Proceedings of the 24th international conference on artificial intelligence. Quebec : AAAI Press; 2015. p. 3841\u20138."},{"issue":"3","key":"78_CR22","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1007\/s11390-014-1445-6","volume":"29","author":"P Hu","year":"2014","unstructured":"Hu P, Huang M-L, Zhu X-Y. Exploring the interactions of storylines from informative news events. J Comput Sci Technol. 2014;29(3):502\u201318.","journal-title":"J Comput Sci Technol"},{"key":"78_CR23","doi-asserted-by":"crossref","unstructured":"Wang D, Tao\u00a0Li MO. Generating pictorial storylines via minimum-weight connected dominating set approximation in multi-view graphs. In: Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence. 2014. pp. 683\u20139.","DOI":"10.1609\/aaai.v26i1.8207"},{"key":"78_CR24","unstructured":"Dos Santos RF, Shah S, Chen F, Boedihardjo A, Butler P, Lu CT, Ramakrishnan N. Spatio-temporal storytelling on twitter. In: Virginia tech computer science technical report. 2015. http:\/\/vtechworks.lib.vt.edu\/handle\/10919\/24701 ."},{"issue":"1","key":"78_CR25","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/s11002-014-9283-4","volume":"27","author":"T Langner","year":"2016","unstructured":"Langner T, Bruns D, Fischer A, Rossiter JR. Falling in love with brands: a dynamic analysis of the trajectories of brand love. Mark Lett. 2016;27(1):15\u201326.","journal-title":"Mark Lett"},{"key":"78_CR26","unstructured":"Zaharia M, Chowdhury M, Das T, Dave A, Ma J, McCauly M, Franklin MJ, Shenker S, Stoica I. Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing. In: Presented as part of the 9th USENIX symposium on networked systems design and implementation (NSDI 12). San Jose: USENIX; 2012. p. 15\u201328."},{"key":"78_CR27","unstructured":"Shukla M, Santos RD, Chen F, Lu CT. DISCRN: a distributed storytelling framework for intelligence analysis. Virginia Tech Computer Science Technical Report. http:\/\/hdl.handle.net\/10919\/53944. 2015."},{"issue":"2","key":"78_CR28","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/s10707-015-0236-8","volume":"20","author":"RFD Santos","year":"2016","unstructured":"Santos RFD, Shah S, Boedihardjo A, Chen F, Lu C-T, Butler P, Ramakrishnan N. A framework for intelligence analysis using spatio-temporal storytelling. GeoInformatica. 2016;20(2):285\u2013326.","journal-title":"GeoInformatica"},{"key":"78_CR29","unstructured":"Apache and Spark. http:\/\/spark.apache.org . 2015."},{"key":"78_CR30","unstructured":"MLLib and SVM. https:\/\/spark.apache.org\/docs\/latest\/mllib-linear-methods.html#linear-support-vector-machines-svms . 2015."},{"key":"78_CR31","unstructured":"scikit-learn and LR. http:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.linear_model.LogisticRegression.html. 2016."},{"key":"78_CR32","doi-asserted-by":"crossref","unstructured":"Manning CD, Surdeanu M, Bauer J, Finkel J, Bethard SJ, McClosky D. The Stanford CoreNLP natural language processing toolkit. In: Proceedings of 52nd Annual Meeting of the Association for computational linguistics (ACL) system demonstrations. Baltimore, Maryland, USA; 2014. p. 55\u201360.","DOI":"10.3115\/v1\/P14-5010"}],"container-title":["Journal of Big Data"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s40537-017-0078-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s40537-017-0078-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s40537-017-0078-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T20:27:31Z","timestamp":1659126451000},"score":1,"resource":{"primary":{"URL":"http:\/\/journalofbigdata.springeropen.com\/articles\/10.1186\/s40537-017-0078-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,17]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["78"],"URL":"https:\/\/doi.org\/10.1186\/s40537-017-0078-3","relation":{},"ISSN":["2196-1115"],"issn-type":[{"value":"2196-1115","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,17]]},"article-number":"17"}}