Publication Type;Authors;Book Authors;Book Editors;Book Group Authors;Author Full Names;Book Author Full Names;Group Authors;Article Title;Source Title;Book Series Title;Book Series Subtitle;Language;Document Type;Conference Title;Conference Date;Conference Location;Conference Sponsor;Conference Host;Author Keywords;Keywords Plus;Abstract;Addresses;Affiliations;Reprint Addresses;Email Addresses;Researcher Ids;ORCIDs;Funding Orgs;Funding Name Preferred;Funding Text;Cited References;Cited Reference Count;Times Cited, WoS Core;Times Cited, All Databases;180 Day Usage Count;Since 2013 Usage Count;Publisher;Publisher City;Publisher Address;ISSN;eISSN;ISBN;Journal Abbreviation;Journal ISO Abbreviation;Publication Date;Publication Year;Volume;Issue;Part Number;Supplement;Special Issue;Meeting Abstract;Start Page;End Page;Article Number;DOI;DOI Link;Book DOI;Early Access Date;Number of Pages;WoS Categories;Web of Science Index;Research Areas;IDS Number;Pubmed Id;Open Access Designations;Highly Cited Status;Hot Paper Status;Date of Export;UT (Unique WOS ID);Web of Science Record
J;Brei VA;;;;Brei, Vinicius Andrade;;;Machine Learning in Marketing;Foundations And Trends In Marketing;;;;Article;;;;;;;"NEURAL NETWORKS; MODEL; HETEROGENEITY; PRODUCTS; RECOMMENDATION; PREFERENCES; ACQUISITION; FEATURES; PURCHASE";;Brazil;;Brei, VA (corresponding author), Univ Fed Rio Grande do Sul UFRGS, Porto Alegre, RS, Brazil.;brei@ufrgs.br;;;;;;;;10;11;;;;;;;;;;;;2020;14;3;;;;;173;236;;10.1561/1700000065;0;;;;;;;;;gold;;;;;0
J;Akter S, Dwivedi YK, Sajib S, Biswas K, Bandara RJ, Michael K;;;;"Akter, Shahriar; Dwivedi, Yogesh K.; Sajib, Shahriar; Biswas, Kumar; Bandara, Ruwan J.; Michael, Katina";;;Algorithmic bias in machine learning-based marketing models;Journal Of Business Research;;;;Article;;;;;;"Algorithmic bias; Machine learning; Marketing models; Data bias; Design bias; Socio-cultural bias; Microfoundations; Dynamic managerial capability";"DYNAMIC MANAGERIAL CAPABILITIES; ARTIFICIAL-INTELLIGENCE; DECISION-MAKING; MICROFOUNDATIONS; DISCRIMINATION; SEGMENTATION; BIOMARKERS; MANAGEMENT; EVOLUTION; KNOWLEDGE";;United States;;"Dwivedi, YK (corresponding author), Swansea Univ, Emerging Markets Res Ctr EMaRC, Sch Management, Room 323,Bay Campus, Swansea SA1 8EN, W Glam, Wales.;Dwivedi, YK (corresponding author), Pune & Symbiosis Int Deemed Univ, Symbiosis Inst Business Management, Dept Management, Pune, Maharashtra, India.";"sakter@uow.edu.au; y.k.dwivedi@swansea.ac.uk; Shahriar.Sajib@uts.edu.au; kbiswas@uow.edu.au; ruwanbandara@uowdubai.ac.ae; katina.michael@asu.edu";;;;;;;;5;5;;;;;;;;;;;MAY;2022;144;;;;;;201;216;;10.1016/j.jbusres.2022.01.083;0;;44593;;;;;;;hybrid, Green Published;;;;;0
J;Choi JA, Lim K;;;;"Choi, Jin-A; Lim, Kiho";;;Identifying machine learning techniques for classification of target advertising;Ict Express;;;;Article;;;;;;"Machine learning; Artificial intelligence; Target advertising; Classification";"VIDEO; POWER";;United States;;Lim, K (corresponding author), William Paterson Univ New Jersey, Dept Comp Sci, Wayne, NJ 07470 USA.;"choij21@wpunj.edu; limk2@wpunj.edu";;;;;;;;18;18;;;;;;;;;;;SEP;2020;6;3;;;;;175;180;;10.1016/j.icte.2020.04.012;0;;;;;;;;;gold;;;;;0
J;Hagen L, Uetake K, Yang N, Bollinger B, Chaney AJB, Dzyabura D, Etkin J, Goldfarb A, Liu L, Sudhir K, Wang YW, Wright JR, Zhu Y;;;;"Hagen, Linda; Uetake, Kosuke; Yang, Nathan; Bollinger, Bryan; Chaney, Allison J. B.; Dzyabura, Daria; Etkin, Jordan; Goldfarb, Avi; Liu, Liu; Sudhir, K.; Wang, Yanwen; Wright, James R.; Zhu, Ying";;;How can machine learning aid behavioral marketing research?;Marketing Letters;;;;Article;;;;;;"Behavioral science; Big data; Semi-supervised learning; Supervised learning; Unsupervised learning";"MODEL; SELF";;United States;;"Hagen, L (corresponding author), Univ Southern Calif, Los Angeles, CA 90007 USA.;Uetake, K (corresponding author), Yale Univ, New Haven, CT 06520 USA.;Yang, N (corresponding author), Cornell Univ, Ithaca, NY 14850 USA.";"Linda.Hagen@marshall.usc.edu; kosuke.uetake@yale.edu; ncy6@cornell.edu; bryan.bollinger@stern.nyu.edu; ajb.chaney@duke.edu; ddzyabura@nes.ru; jordan.etkin@duke.edu; agoldfarb@rotman.utoronto.ca; liu.liu-1@colorado.edu; k.sudhir@yale.edu; yanwen.wang@sauder.ubc.ca; james.wright@ualberta.ca; yiz012@ucsd.edu";;;;;;;;16;16;;;;;;;;;;;DEC;2020;31;4;;;SI;;361;370;;10.1007/s11002-020-09535-7;0;;44013;;;;;;;;;;;;0
J;Ullal MS, Hawaldar IT, Soni R, Nadeem M;;;;"Ullal, Mithun S.; Hawaldar, Iqbal Thonse; Soni, Rashmi; Nadeem, Mohammed";;;The Role of Machine Learning in Digital Marketing;Sage Open;;;;Article;;;;;;"AI; deep learning; digital marketing; machine learning";"SOCIAL MEDIA; REGRESSION-MODELS; INNOVATION; STRATEGIES";;United States;;Soni, R (corresponding author), Somaiya Vidyavihar Univ, KJ Somaiya Inst Management, Cabin 83,SIMSR Bldg First Floor, Mumbai 400077, Maharashtra, India.;rashmi.soni@somaiya.edu;;;;;;;;4;4;;;;;;;;;;;OCT;2021;11;4;;;;;;;2,1582440211e+16;10.1177/21582440211050394;0;;;;;;;;;gold;;;;;0
J;Nan HR, Hu M;;;;"Nan, Haoran; Hu, Min";;;Corporate Marketing Strategy Analysis with Machine Learning Algorithms;Wireless Communications & Mobile Computing;;;;Article;;;;;;;"FORENSIC IMPORTANCE; IDENTIFICATION; ANALYTICS; NETWORKS";;Philippines;;"Hu, M (corresponding author), Hunan Ind Polytech, Fac Business & Trade, Changsha 410082, Hunan, Peoples R China.;Hu, M (corresponding author), Jose Rizal Univ, Grad Sch, Manila 1552, Philippines.";minhu@stu.wzu.edu.cn;;;;;;;;0;0;;;;;;;;;;;AUG 28;2022;2022;;;;;;;;9450020;10.1155/2022/9450020;0;;;;;;;;;gold;;;;;0
J;Duarte V, Zuniga-Jara S, Contreras S;;;;"Duarte, Vannessa; Zuniga-Jara, Sergio; Contreras, Sergio";;;Machine Learning and Marketing: A Systematic Literature Review;Ieee Access;;;;Review;;;;;;"Databases; Biological system modeling; Information filters; Electronic commerce; Advertising; Supervised learning; Machine learning; Unsupervised learning; Machine learning; marketing; scientific publications; deep learning; supervised learning; unsupervised learning";"BIG DATA; NEURAL-NETWORKS; CUSTOMER CHURN; ARTIFICIAL-INTELLIGENCE; ONLINE; MODEL; CLASSIFICATION; SATISFACTION; ALGORITHMS; ANALYTICS";;Chile;;Duarte, V (corresponding author), Univ Catolica Norte, Escuela Ciencias Empresariales, Larrondo 1281, Coquimbo, Chile.;vannessa.duarte@ucn.cl;;;;;;;;0;0;;;;;;;;;;;;2022;10;;;;;;93273;93288;;10.1109/ACCESS.2022.3202896;0;;;;;;;;;gold;;;;;0
J;Perlich C, Dalessandro B, Raeder T, Stitelman O, Provost F;;;;"Perlich, C.; Dalessandro, B.; Raeder, T.; Stitelman, O.; Provost, F.";;;Machine learning for targeted display advertising: transfer learning in action;Machine Learning;;;;Article;;;;;;"Transfer learning; Display advertising; Predictive modeling";INDUCTION;;United States;;Perlich, C (corresponding author), M6D Res, 37 E 18th St, New York, NY USA.;"claudia@m6d.com; briand@m6d.com; troy@m6d.com; ori@m6d.com; fprovost@stern.nyu.edu";;;;;;;;86;94;;;;;;;;;;;APR;2014;95;1;;;SI;;103;127;;10.1007/s10994-013-5375-2;0;;;;;;;;;Green Submitted;;;;;0
J;Kushwaha PS, Badhera U;;;;"Kushwaha, Pooja S.; Badhera, Usha";;;Artificial Intelligence and Machine Learning in Marketing: A Bibliometric Review;Pacific Business Review International;;;;Review;;;;;;"Artificial Intelligence; Machine Learning; Bibliometric Analysis; Marketing";"FUTURE; TRAVEL";;India;;Kushwaha, PS (corresponding author), Jaipuria Inst Management Indore, Indore, India.;"pooja.singh@jaipuria.ac.in; usha.badhera@jaipuria.ac.in";;;;;;;;0;0;;;;;;;;;;;NOV;2023;15;5;;;;;55;66;;;;;;;;;;;;;;;;;0
J;Li XJ, Kagita MK, Kumar RL;;;;"Li Xiujuan; Kagita, Mohan Krishna; Kumar, Lakshmana R.";;;Machine Learning Techniques for Multi-media Communications in Business Marketing;Journal Of Multiple-valued Logic And Soft Computing;;;;Article;;;;;;"Support Vector Machine (SVM); business; communication";;;India;;Li, XJ (corresponding author), Changchun Univ Finance & Econ, Changchun 130000, Jilin, Peoples R China.;"lixiujuan20210121@163.com; m.kagita@cqumail.com; lakshmanakumar93@gmail.com";;;;;;;;8;8;;;;;;;;;;;;2021;36;1-3;;;SI;;135;150;;;;;;;;;;;;;;;;;0
J;Chen YL;;;;Chen, Yulin;;;Comparing content marketing strategies of digital brands using machine learning;Humanities & Social Sciences Communications;;;;Article;;;;;;;"MEDIA ENGAGEMENT BEHAVIOR; CONSUMER ENGAGEMENT; SOCIAL NETWORKS; FACEBOOK; LIKES; FANS";;Taiwan;;Chen, YL (corresponding author), Natl Penghu Univ Sci & Technol, Dept Mkt & Logist Management, Penghu, Taiwan.;143530@mail.tku.edu.tw;;;;;;;;0;0;;;;;;;;;;;FEB 14;2023;10;1;;;;;;;57;10.1057/s41599-023-01544-x;0;;;;;;;;;gold;;;;;0
J;Arasu BS, Seelan BJB, Thamaraiselvan N;;;;"Arasu, B. Senthil; Seelan, B. Jonath Backia; Thamaraiselvan, N.";;;A machine learning-based approach to enhancing social media marketing;Computers & Electrical Engineering;;;;Article;;;;;;"Social media marketing; Social analytics; Artificial intelligence; Information sciences; Machine learning and WEKA";;;India;;Seelan, BJB (corresponding author), Natl Inst Technol, Dept Management Studies, Tiruchirappalli, Tamil Nadu, India.;"arasu@nitt.edu; jonathbaskaran@gmail.com; selvan@nitt.edu";;;;;;;;9;9;;;;;;;;;;;SEP;2020;86;;;;;;;;106723;10.1016/j.compeleceng.2020.106723;0;;;;;;;;;;;;;;0
J;Ren K, Zhang WN, Chang K, Rong YF, Yu Y, Wang J;;;;"Ren, Kan; Zhang, Weinan; Chang, Ke; Rong, Yifei; Yu, Yong; Wang, Jun";;;Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising;Ieee Transactions On Knowledge And Data Engineering;;;;Article;;;;;;"Real-time bidding; user response prediction; bid landscape forecasting; bidding strategy optimization";;;United Kingdom;;Ren, K (corresponding author), Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China.;"kren@apex.sjtu.edu.cn; wnzhang@apex.sjtu.edu.cn; kchang@apex.sjtu.edu.cn; rongyifei@meituan.com; yyu@apex.sjtu.edu.cn; jun.wang@cs.ucl.ac.uk";;;;;;;;23;25;;;;;;;;;;;APR 1;2018;30;4;;;;;645;659;;10.1109/TKDE.2017.2775228;0;;;;;;;;;Green Submitted;;;;;0
J;Chen N;;;;Chen, Nie;;;Research on E-Commerce Database Marketing Based on Machine Learning Algorithm;Computational Intelligence And Neuroscience;;;;Article;;;;;;;MODEL;;China;;Chen, N (corresponding author), Zhejiang Business Technol Inst, Dept Elect Commerce, Ningbo 315012, Peoples R China.;20820048@zbti.edu.cn;;;;;;;;0;0;;;;;;;;;;;JUN 29;2022;2022;;;;;;;;;10.1155/2022/7973446;0;;;;;;;;;Green Published, gold;;;;;0
J;Tang Y, Li PF;;;;"Tang Yan; Li Pengfei";;;Marketing customer response scoring model based on machine learning data analysis;Journal Of Intelligent & Fuzzy Systems;;;;Article;;;;;;"Machine learning; data analysis; marketing; customer response; scoring model";SOCIAL MEDIA;;China;;Tang, Y (corresponding author), Liaocheng Univ, Sch Business, Liaocheng, Shandong, Peoples R China.;anntang0012@163.com;;;;;;;;0;0;;;;;;;;;;;;2021;40;4;;;;;6445;6455;;10.3233/JIFS-189484;0;;;;;;;;;;;;;;0
J;Torrens M, Tabakovic A;;;;"Torrens, Marc; Tabakovic, Amir";;;A Banking Platform to Leverage Data Driven Marketing with Machine Learning;Entropy;;;;Article;;;;;;"banking; payment data; machine learning; marketing";;;Switzerland;;Torrens, M (corresponding author), Univ Ramon Llull, ESADE Business Sch, Dept Operat Innovat & Data Sci, Sant Cugat Del Valles 08172, Spain.;"marc.torrens@esade.edu; amir.tabakovic@bfh.ch";;;;;;;;0;0;;;;;;;;;;;MAR;2022;24;3;;;;;;;347;10.3390/e24030347;0;;;;;;;;;gold, Green Published;;;;;0
J;Ellickson PB, Kar W, Reeder JC;;;;"Ellickson, Paul B.; Kar, Wreetabrata; Reeder, James C.";;;Estimating Marketing Component Effects: Double Machine Learning from Targeted Digital Promotions;Marketing Science;;;;"Article; Early Access";;;;;;"digital marketing; causal machine learning; targeted digital promotions; robust inference; advertising";"SALES PROMOTIONS; CAUSAL; PERCEPTIONS; INFERENCE";;United States;;Ellickson, PB (corresponding author), Univ Rochester, Simon Sch Business, Rochester, NY 14627 USA.;"paul.ellickson@simon.rochester.edu; wkar@purdue.edu; jreederi@purdue.edu";;;;;;;;0;0;;;;;;;;;;;;-;;;;;;;1;25;;10.1287/mksc.2022.1401;0;;44805;;;;;;;;;;;;0
J;Ordenes FV, Silipo R;;;;"Ordenes, Francisco Villarroel; Silipo, Rosaria";;;Machine learning for marketing on the KNIME Hub: The development of a live repository for marketing applications;Journal Of Business Research;;;;Article;;;;;;"Machine learning; Computer vision; Deep learning; Text mining; Sentiment analysis; Customer experience";CUSTOMER CHURN;;Switzerland;;Ordenes, FV (corresponding author), LUISS Univ, Dept Business & Management, Viale Romania 32, I-00197 Rome, Italy.;"fvillarroel@luiss.it; rosaria.silipo@knime.com";;;;;;;;7;7;;;;;;;;;;;DEC;2021;137;;;;;;393;410;;10.1016/j.jbusres.2021.08.036;0;;44440;;;;;;;;;;;;0
J;Kocoglu FO, Esnaf S;;;;"Kocoglu, Fatma Onay; Esnaf, Sakir";;;Machine Learning Approach and Model Performance Evaluation for Tele-Marketing Success Classification;International Journal Of Business Analytics;;;;"Article; Proceedings Paper";;;;;;"Class Label Distribution; Classification; Decision Trees; Deep Learning; Deep Neural Network; Machine Learning; Tele-Marketing Banking";;;Turkey;;"Kocoglu, FO (corresponding author), Mugla Sitki Kocman Univ, Software Engn Dept, Mugla, Turkey.;Kocoglu, FO (corresponding author), Istanbul Univ Cerrahpa, Inst Grad Studies, Istanbul, Turkey.";;;;;;;;;0;0;;;;;;;;;;;;2022;9;5;;;SI;;;;;10.4018/IJBAN.298014;0;;;;;;;;;gold;;;;;0
J;Miklosik A, Kuchta M, Evans N, Zak S;;;;"Miklosik, Andrej; Kuchta, Martin; Evans, Nina; Zak, Stefan";;;Towards the Adoption of Machine Learning-Based Analytical Tools in Digital Marketing;Ieee Access;;;;Article;;;;;;"Big data; data-driven analytical tools; digital marketing; machine learning (ML); marketing agencies; marketing analysis";"PRIVACY PROTECTION; STRATEGIC PLAN; IMPLEMENTATION";;Australia;;Miklosik, A (corresponding author), Univ Econ Bratislava, Fac Commerce, Mkt Dept, Bratislava 85235, Slovakia.;andrej.miklosik@euba.sk;;;;;;;;37;37;;;;;;;;;;;;2019;7;;;;;;85705;85718;;10.1109/ACCESS.2019.2924425;0;;;;;;;;;Green Accepted, gold;;;;;0
J;Ma LY, Sun BH;;;;"Ma, Liye; Sun, Baohong";;;Machine learning and AI in marketing - Connecting computing power to human insights;International Journal Of Research In Marketing;;;;Article;;;;;;"Artificial intelligence (AI); Machine learning; Digital marketing; Big data; Unstructured data; Tracking data; Network; Prediction; Interpretation; Marketing theory";"DISCRETE-CHOICE MODELS; VARIATIONAL INFERENCE; CUSTOMER; TEXT; INFORMATION; PRODUCT";;United States;;Ma, LY (corresponding author), Univ Maryland, Robert H Smith Sch Business, College Pk, MD 20742 USA.;"liyema@rhsmith.umd.edu; bhsun@ckgsb.edu.cn";;;;;;;;94;94;;;;;;;;;;;SEP;2020;37;3;;;;;481;504;;10.1016/j.ijresmar.2020.04.005;0;;;;;;;;;;;;;;0
J;Ngai EWT, Wu YY;;;;"Ngai, Eric W. T.; Wu, Yuanyuan";;;Machine learning in marketing: A literature review, conceptual framework, and research agenda;Journal Of Business Research;;;;Review;;;;;;"Machine learning; Marketing; Literature review; Conceptual framework; Research agenda";"CUSTOMER RELATIONSHIP MANAGEMENT; DECISION-SUPPORT-SYSTEM; HYBRID APPROACH; BIG DATA; ADVERTISING EFFECTIVENESS; SPAM DETECTION; CONSUMER; CLASSIFICATION; PREDICTION; ANALYTICS";;China;;Ngai, EWT (corresponding author), Hong Kong Polytech Univ, Dept Management & Mkt, Hong Kong, Peoples R China.;eric.ngai@polyu.edu.hk;;;;;;;;3;3;;;;;;;;;;;JUN;2022;145;;;;;;35;48;;10.1016/j.jbusres.2022.02.049;0;;44621;;;;;;;;;;;;0
J;Saengthongrattanachot W, Na-udom A, Rungrattanaubol J;;;;"Saengthongrattanachot, Waritpon; Na-udom, Anamai; Rungrattanaubol, Jaratsri";;;A Comparison of Machine Learning Techniques for Classification in Bank Marketing Data;Thai Journal Of Mathematics;;;;Article;;;;;;"machine learning techniques; big data; classification; decision tree; random forest; k-nearest; neighbor; Naive Bayes";;;Thailand;;Na-udom, A (corresponding author), Naresuan Univ, Fac Sci, Depertment Math, Phitsanulok, Thailand.;"waritpon63@nu.ac.th; anamain@nu.ac.th; jaratsrir@nu.ac.th";;;;;;;;0;0;;;;;;;;;;;;2022;;;;;SI;;157;168;;;;;;;;;;;;;;;;;0
J;Chen QS, Cai SS, Gu XM;;;;"Chen, Qiaoshan; Cai, Shousong; Gu, Xiaomin";;;Construction of the Luxury Marketing Model Based on Machine Learning Classification Algorithm;Scientific Programming;;;;Article;;;;;;;;;China;;Cai, SS (corresponding author), Shanghai Lixin Univ Accounting & Finance, Sch Business Adm, Shanghai 201209, Peoples R China.;20170111@lixin.edu.cn;;;;;;;;0;0;;;;;;;;;;;OCT 19;2021;2021;;;;;;;;6511552;10.1155/2021/6511552;0;;;;;;;;;gold;;;;;0
J;Dagdandorj A, Namsrai B;;;;"Dagdandorj, Amgalanbaatar; Namsrai, Batnasan";;;Efficient Planning and Selection of Media Advertising Using Linier Programming and Machine Learning Methods;Theoretical And Practical Issues Of Journalism;;;;Article;;;;;;"business; government organizations; Prospective consumers; consumer segmentation; behavior; media planning; and selection";;;Mongolia;;Namsrai, B (corresponding author), Natl Univ Mongolia, Dept Mkt & Int Trade, Econ, Ulaanbaatar, Mongolia.;"amgalanbaatar@mmcg.mn; batnasan@num.edu.mn";;;;;;;;0;0;;;;;;;;;;;;2022;11;1;;;;;144;157;;;;;;;;;;;;;;;;;0
J;Xu Z, Zhu GY, Metawa N, Zhou QY;;;;"Xu, Zheng; Zhu, Guiyan; Metawa, Noura; Zhou, Qingyuan";;;Machine learning based customer meta-combination brand equity analysis for marketing behavior evaluation;Information Processing & Management;;;;Article;;;;;;"Meta-combined approach; Brand marketing; Brand equity; Machine learning; Factor Analysis; Big Data";LOYALTY;;China;;Zhu, GY (corresponding author), Hubei Normal Univ, Sch Econ Management & Law, Huangshi 435002, Hubei, Peoples R China.;tom_zhu@alumni.hust.edu.cn;;;;;;;;43;43;;;;;;;;;;;JAN;2022;59;1;;;;;;;102800;10.1016/j.ipm.2021.102800;0;;44470;;;;;;;;;;;;0
J;Hair JF, Sarstedt M;;;;"Hair, Joseph F., Jr.; Sarstedt, Marko";;;Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing;Journal Of Marketing Theory And Practice;;;;Article;;;;;;;;;Malaysia;;Sarstedt, M (corresponding author), Otto von Guericke Univ, Magdeburg, Germany.;marko.sarstedt@ovgu.de;;;;;;;;38;37;;;;;;;;;;;JAN 2;2021;29;1;;;SI;;65;77;;10.1080/10696679.2020.1860683;0;;44197;;;;;;;;;;;;0
J;Wang K, Wang N;;;;"Wang, Kai; Wang, Na";;;Marketing System Construction and Risk Analysis Based on Random Forest of Machine Learning;Wireless Communications & Mobile Computing;;;;Article;;;;;;;LAYOUT OPTIMIZATION;;China;;Wang, N (corresponding author), Univ Sci & Technol Liaoning, Anshan 114051, Peoples R China.;"syzf0407@163.com; 320023600051@ustl.edu.cn";;;;;;;;0;0;;;;;;;;;;;MAY 9;2022;2022;;;;;;;;2348084;10.1155/2022/2348084;0;;;;;;;;;gold;;;;;0
J;Das K, Mungra Y, Sharma A, Kumar S;;;;"Das, Kallol; Mungra, Yogesh; Sharma, Anuj; Kumar, Satish";;;Past, present and future of research in relationship marketing-a machine learning perspective;Marketing Intelligence & Planning;;;;Review;;;;;;"Relationship marketing; Topic modeling; Structural topic modeling; Intellectual structure";"BUYER-SELLER RELATIONSHIPS; CUSTOMER RELATIONSHIP; RELATIONSHIP QUALITY; PERFORMANCE IMPLICATIONS; BUSINESS RELATIONSHIPS; TRUST; MANAGEMENT; OPPORTUNISM; CAPABILITY; EXCHANGE";;India;;Kumar, S (corresponding author), Malaviya Natl Inst Technol Jaipur, Dept Management Studies, Jaipur, Rajasthan, India.;"kallol.das@micamail.in; yogesh.mungra@micamail.in; f09anujs@iimidr.ac.in; skumar.dms@mnit.ac.in";;;;;;;;2;2;;;;;;;;;;;AUG 15;2022;40;6;;;;;693;709;;10.1108/MIP-11-2021-0393;0;;44682;;;;;;;;;;;;0
J;Dai YH, Wang T;;;;"Dai, Yonghui; Wang, Tao";;;Prediction of customer engagement behaviour response to marketing posts based on machine learning;Connection Science;;;;Article;;;;;;"Social media marketing; customer engagement behaviour; machine learning; neural network";;;China;;Wang, T (corresponding author), Shanghai Univ Finance & Econ, Sch Informat Management & Engn, Shanghai 200433, Peoples R China.;18721367990@163.com;;;;;;;;9;9;;;;;;;;;;;OCT 2;2021;33;4;;;;;891;910;;10.1080/09540091.2021.1912710;0;;44287;;;;;;;Bronze;;;;;0
J;Zhang MM;;;;Zhang, Mengmeng;;;Research on Precision Marketing Based on Consumer Portrait from the Perspective of Machine Learning;Wireless Communications & Mobile Computing;;;;Article;;;;;;;;;Philippines;;"Zhang, MM (corresponding author), Henan Univ Anim Husb & Econ, Dept Logist & E Commerce, Zhengzhou 450044, Henan, Peoples R China.;Zhang, MM (corresponding author), Univ Cordilleras, Coll Business Adm, Baguio 2600, Philippines.";zhangmengmeng@hnuahe.edu.cn;;;;;;;;0;0;;;;;;;;;;;MAY 12;2022;2022;;;;;;;;9408690;10.1155/2022/9408690;0;;;;;;;;;gold;;;;;0
J;Liu YS, Huang XY;;;;"Liu, Yishu; Huang, Xiaoyan";;;Brand Digital Marketing under Intranet Security Control Based on the Machine Learning Classification Algorithm;Security And Communication Networks;;;;Article;;;;;;;;;China;;Huang, XY (corresponding author), Nanchang Normal Coll Appl Technol, Sch Econ & Management, Nanchang 330108, Jiangxi, Peoples R China.;kexie@hbc.edu.cn;;;;;;;;0;0;;;;;;;;;;;NOV 3;2021;2021;;;;;;;;9977221;10.1155/2021/9977221;0;;;;;;;;;gold;;;;;0
J;Menkova K, Zozulov O;;;;"Menkova, Krystyna; Zozulov, Oleksandr";;;Parameterization of the Company's Business Model for Machine Learning-Based Marketing Stress Testing;International Journal Of Computer Science And Network Security;;;;Article;;;;;;"marketing stress testing; machine learning; artificial intelligence; business models; digitalization";;;Ukraine;;Menkova, K (corresponding author), Igor Sikorskiy Kiev Polytech Inst, Kiev, Ukraine.;liudmilasher64@gmail.com;;;;;;;;0;0;;;;;;;;;;;FEB 28;2022;22;2;;;;;318;326;;10.22937/IJCSNS.2022.22.2.40;0;;;;;;;;;;;;;;0
J;Volkmar G, Fischer PM, Reinecke S;;;;"Volkmar, Gioia; Fischer, Peter M.; Reinecke, Sven";;;Artificial Intelligence and Machine Learning: Exploring drivers, barriers, and future developments in marketing management;Journal Of Business Research;;;;Article;;;;;;"Artificial Intelligence; Machine Learning; Marketing Management; Decision; Making; Delphi Method; Ethics";"BIG DATA; DECISION-MAKING; DELPHI METHOD; WORK HUMAN; AI; CHALLENGES; KNOWLEDGE; CONSUMER; BEHAVIOR; ADOPTION";;Switzerland;;Volkmar, G (corresponding author), Univ St Gallen, Inst Mkt & Customer Insight, Dufourstr 40a, CH-9000 St Gallen, Switzerland.;"gioia.volkmar@unisg.ch; peter.fischer@unisg.ch; sven.reinecke@unisg.ch";;;;;;;;1;1;;;;;;;;;;;OCT;2022;149;;;;;;599;614;;10.1016/j.jbusres.2022.04.007;0;;44713;;;;;;;;;;;;0
J;English N, Anesetti-Rothermel A, Zhao C, Latterner A, Benson AF, Herman P, Emery S, Schneider J, Rose SW, Patel M, Schillo BA;;;;"English, Ned; Anesetti-Rothermel, Andrew; Zhao, Chang; Latterner, Andrew; Benson, Adam F.; Herman, Peter; Emery, Sherry; Schneider, Jordan; Rose, Shyanika W.; Patel, Minal; Schillo, Barbara A.";;;Image Processing for Public Health Surveillance of Tobacco Point-of-Sale Advertising: Machine Learning-Based Methodology;Journal Of Medical Internet Research;;;;Article;;;;;;"machine learning; image classification; convolutional neural network; object detection; crowdsourcing; tobacco point of sale; public health surveillance";"SMOKING; DISPARITIES; PROMOTION; EXPOSURE; DENSITY; IMPACT";;United States;;English, N (corresponding author), Univ Chicago, NORC, 55 E Monroe St,Ste 3100, Chicago, IL 60603 USA.;english-ned@norc.org;;;;;;;;0;0;;;;;;;;;;;AUG 27;2021;23;8;;;;;;;e24408;10.2196/24408;0;;;;;;;;;Green Published, gold;;;;;0
J;Blomster M, Koivumaki T;;;;"Blomster, Miikka; Koivumaki, Timo";;;Exploring the resources, competencies, and capabilities needed for successful machine learning projects in digital marketing;Information Systems And E-business Management;;;;Article;;;;;;"Case study; Machine learning; Organizational capabilities; Agile-Stage-Gate; Digital marketing";"AGILE SOFTWARE-DEVELOPMENT; DYNAMIC CAPABILITIES; STAGE-GATE; ARTIFICIAL-INTELLIGENCE; COMPETITIVE ADVANTAGE; MANAGEMENT; PERFORMANCE; MODEL; INNOVATION; ANALYTICS";;Finland;;Blomster, M (corresponding author), Oulu Univ Appl Sci, Business Sch, POB 222, Oulu 90101, Finland.;"miikka.blomster@oamk.fi; timo.koivumaki@oulu.fi";;;;;;;;2;2;;;;;;;;;;;MAR;2022;20;1;;;;;123;169;;10.1007/s10257-021-00547-y;0;;44501;;;;;;;;;;;;0
J;Mao S, Huang R;;;;"Mao, Shuai; Huang, Rong";;;Complexity Construction of Intelligent Marketing Strategy Based on Mobile Computing and Machine Learning Simulation Environment;Complexity;;;;Article;;;;;;;;;China;;Huang, R (corresponding author), Hubei Univ Automot Technol, Sch Econ & Management, Shiyan 442002, Hubei, Peoples R China.;20122004@huat.edu.cn;;;;;;;;0;0;;;;;;;;;;;APR 28;2021;2021;;;;;;;;9910834;10.1155/2021/9910834;0;;;;;;;;;gold;;;;;0
J;Huang DM;;;;Huang, Dongmei;;;Innovative Application of Big Data Combined with Machine Learning in Education and Training Product Marketing;Mobile Information Systems;;;;Article;;;;;;;"INVESTMENT; EFFICIENCY";;China;;Huang, DM (corresponding author), Weinan Normal Univ, Sch Econ & Management, Weinan 714099, Shaanxi, Peoples R China.;huangdongmei3qu@163.com;;;;;;;;0;0;;;;;;;;;;;MAY 9;2022;2022;;;;;;;;9169871;10.1155/2022/9169871;0;;;;;;;;;gold;;;;;0
J;Miklosik A, Evans N;;;;"Miklosik, Andrej; Evans, Nina";;;Impact of Big Data and Machine Learning on Digital Transformation in Marketing: A Literature Review;Ieee Access;;;;Review;;;;;;"Big Data; Business; Industries; Data mining; Machine learning; Media; Transforms; Big data; digital transformation; marketing; information management; disruptive technologies; machine learning (ML)";"ARTIFICIAL-INTELLIGENCE; DATA ANALYTICS; EVOLUTION";;Australia;;Miklosik, A (corresponding author), Comenius Univ, Fac Management, Mkt Dept, Bratislava 83104, Slovakia.;andrej.miklosik@fm.uniba.sk;;;;;;;;17;17;;;;;;;;;;;;2020;8;;;;;;101284;101292;;10.1109/ACCESS.2020.2998754;0;;;;;;;;;gold, Green Accepted;;;;;0
J;Wang T, He C, Jin FJ, Hu YJ;;;;"Wang, Tong; He, Cheng; Jin, Fujie; Hu, Yu Jeffrey";;;Evaluating the Effectiveness of Marketing Campaigns for Malls Using a Novel Interpretable Machine Learning Model;Information Systems Research;;;;Article;;;;;;"interpretable machine learning; response curve evaluation; marketing campaigns; mall customer traffic";"GENERALIZED ADDITIVE-MODELS; BUDGET ALLOCATION; SALES RESPONSE; COUNTRIES";;United States;;Wang, T (corresponding author), Univ Iowa, Tipple Coll Business, Iowa City, IA 52241 USA.;"tong-wang@uiowa.edu; che78@wisc.edu; jinf@indiana.edu; jeffrey.hu@scheller.gatech.edu";;;;;;;;0;0;;;;;;;;;;;JUN;2022;33;2;;;;;659;677;;10.1287/isre.2021.1078;0;;44531;;;;;;;;;;;;0
J;Eltahir AM, Ahmed TM, Mohammed AAA, Hilal AMM, Abdalfadil TA;;;;"Eltahir, Abubakr Mustafa; Ahmed, Tarig Mohamed; Mohammed, Amgad Atta Abdelmageed; Hilal, Anwer Mustafa Mohamedsalih; Abdalfadil, Tarig Abdalkarim";;;An Approach of Supervised and Unsupervised Machine Learning Model for E-CRM Bank's Marketing;International Journal Of Computer Science And Network Security;;;;Article;;;;;;"Data Mining; Bank system; Database; combination; two-class boosted decision tree; Term deposit";;;Sudan;;"Mohammed, AAA (corresponding author), Prince Sattam bin Abdulaziz Univ, Dept Comp & Self Dev, Al Kharj, Saudi Arabia.;Mohammed, AAA (corresponding author), Ahfad Univ Women, Sch Management Studies, Omdurman, Sudan.";;;;;;;;;0;0;;;;;;;;;;;APR 30;2022;22;4;;;;;625;636;;10.22937/IJCSNS.2022.22.4.73;0;;;;;;;;;;;;;;0
J;Peng ZK;;;;Peng, Zikang;;;New Media Marketing Strategy Optimization in the Catering Industry Based on Deep Machine Learning Algorithms;Journal Of Mathematics;;;;Article;;;;;;;NETWORK DESIGN;;China;;Peng, ZK (corresponding author), Henan Finance Univ, Sch Marxism, Zhengzhou 450046, Henan, Peoples R China.;pengzikang@hafu.edu.cn;;;;;;;;0;0;;;;;;;;;;;FEB 4;2022;2022;;;;;;;;5780549;10.1155/2022/5780549;0;;;;;;;;;gold;;;;;0
J;Xia SB, Liu CL;;;;"Xia, Sibei; Liu, Chuanlan";;;Applying Machine Learning to Study the Marketing Mix's Effectiveness in a Social Marketing Context: Fashion Brands' Twitter Activities in the Pandemic;International Journal Of Business Analytics;;;;Article;;;;;;"Digitalization; Four Ps; Logistic Regression; SMM; Supervised Learning; Text Mining";"MEDIA; IMPACT";;United States;;Xia, SB (corresponding author), Louisiana State Univ, Baton Rouge, LA 70803 USA.;;;;;;;;;0;0;;;;;;;;;;;;2022;9;6;;;;;;;313416;10.4018/IJBAN.313416;0;;;;;;;;;gold;;;;;0
J;Watts J, Adriano A;;;;"Watts, Jameson; Adriano, Anastasia";;;Uncovering the Sources of Machine-Learning Mistakes in Advertising: Contextual Bias in the Evaluation of Semantic Relatedness;Journal Of Advertising;;;;Article;;;;;;;"AMAZONS MECHANICAL TURK; SIMILARITY; QUALITY";;United States;;Watts, J (corresponding author), Willamette Univ, Atkinson Grad Sch Management, 900 State St, Salem, OR 97301 USA.;jwatts@willamette.edu;;;;;;;;7;7;;;;;;;;;;;JAN 1;2021;50;1;;;SI;;26;38;;10.1080/00913367.2020.1821411;0;;44105;;;;;;;;;;;;0
J;Viktoratos I, Tsadiras A;;;;"Viktoratos, Iosif; Tsadiras, Athanasios";;;A Machine Learning Approach for Solving the Frozen User Cold-Start Problem in Personalized Mobile Advertising Systems;Algorithms;;;;Article;;;;;;"personalized advertising; mobile advertising; cold-start problem";"RECOMMENDER SYSTEMS; ALLEVIATE";;Greece;;Viktoratos, I (corresponding author), Aristotle Univ Thessaloniki, Dept Econ, Thessaloniki 54124, Greece.;"viktorat@econ.auth.gr; tsadiras@econ.auth.gr";;;;;;;;0;0;;;;;;;;;;;MAR;2022;15;3;;;;;;;72;10.3390/a15030072;0;;;;;;;;;gold;;;;;0
J;El Koufi N, Belangour A, Sdiq M;;;;"El Koufi, Nouhaila; Belangour, Abdessamad; Sdiq, Mounir";;;Research on Precision Marketing based on Big Data Analysis and Machine Learning: Case Study of Morocco;International Journal Of Advanced Computer Science And Applications;;;;Article;;;;;;"Precision marketing; big data analysis; machine learning; potential customersprediction algorithm (PCPA)";;;Morocco;;El Koufi, N (corresponding author), Ben Msik Hassan II Univ, Fac Sci, Lab Informat Technol & Modeling LTIM, Casablanca, Morocco.;;;;;;;;;0;0;;;;;;;;;;;OCT;2022;13;10;;;;;58;63;;;;;;;;;;;;;;;;;0
J;Ebrahimi P, Basirat M, Yousefi A, Nekmahmud M, Gholampour A, Fekete-Farkas M;;;;"Ebrahimi, Pejman; Basirat, Marjan; Yousefi, Ali; Nekmahmud, Md; Gholampour, Abbas; Fekete-Farkas, Maria";;;Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches;Big Data And Cognitive Computing;;;;Article;;;;;;"social networks marketing; consumer purchase behavior; Facebook Marketplace; structural equation modeling; machine learning; unsupervised clustering algorithms";"CO-CREATION; MEDIA; COMMERCE; INTENTION; FRAMEWORK; REALITY; EQUITY";;Hungary;;Ebrahimi, P (corresponding author), Hungarian Univ Agr & Life Sci MATE, Doctoral Sch Econ & Reg Sci, H-2100 Godollo, Hungary.;"ebrahimi.pejman@stud.uni-mate.hu; marjanbasirat@ut.ac.ir; aliyousefi6412@gmail.com; nekmahmud.mohamed@phd.uni-mate.hu; abbasgholampoor@yahoo.com; farkasne.fekete.maria@uni-mate.hu";;;;;;;;9;9;;;;;;;;;;;JUN;2022;6;2;;;;;;;35;10.3390/bdcc6020035;0;;;;;;;;;gold;;;;;0
J;El Koufi N, Belangour A, Sdiq M;;;;"El Koufi, Nouhaila; Belangour, Abdessamad; Sdiq, Mounir";;;Research on Precision Marketing based on Big Data Analysis and Machine Learning: Case Study of Morocco;International Journal Of Advanced Computer Science And Applications;;;;Article;;;;;;"Precision marketing; big data analysis; machine learning; potential customers prediction algorithm (PCPA)";;;Morocco;;El Koufi, N (corresponding author), Hassan II Univ, Fac Sci, Lab Informat Technol & Modeling LTIM, Casablanca, Morocco.;;;;;;;;;0;0;;;;;;;;;;;OCT;2022;13;10;;;;;58;63;;;;;;;;;;;;;;;;;0
J;Cacciarelli D, Boresta M;;;;"Cacciarelli, Davide; Boresta, Marco";;;What drives a donor? A machine learning-based approach for predicting responses of nonprofit direct marketing campaigns;Journal Of Philanthropy And Marketing;;;;Article;;;;;;"direct marketing; machine learning; target selection";"DECISION-SUPPORT; FRAUD DETECTION; NETWORKS";;Italy;;Cacciarelli, D (corresponding author), Tech Univ Denmark, Dept Appl Math & Comp Sci, Lyngby, Denmark.;dcac@dtu.dk;;;;;;;;0;0;;;;;;;;;;;MAY;2022;27;2;;;;;;;e1724;10.1002/nvsm.1724;0;;44409;;;;;;;hybrid;;;;;0
J;Chen YT, Li YM, Tseng TW;;;;"Chen, Yi-Tui; Li, Yi-Min; Tseng, Tzu-Wen";;;Construction of Integrated Platform for Eco-Sustainable Tourism and Marketing in Southeast Asia Based on Machine Learning;International Transactions On Electrical Energy Systems;;;;Article;;;;;;;;;Taiwan;;Tseng, TW (corresponding author), Natl Kaohsiung Univ Sci & Technol, PhD Program Business Intelligenc Sch, Kaohsiung 824004, Taiwan.;tzuwen2727.nkust@gmail.com;;;;;;;;0;0;;;;;;;;;;;SEP 23;2022;2022;;;;;;;;6442618;10.1155/2022/6442618;0;;;;;;;;;gold;;;;;0
J;Hsu CW, Chang YL, Chen TS, Chang TY, Lin YD;;;;"Hsu, Chiung-Wen; Chang, Yu-Lin; Chen, Tzer-Shyong; Chang, Te-Yi; Lin, Yu-Da";;;Who Donates on Line? Segmentation Analysis and Marketing Strategies Based on Machine Learning for Online Charitable Donations in Taiwan;Ieee Access;;;;Article;;;;;;"Online donor segmentation; donation marketing strategies; socio-demographic factors; RFM";"PREDICTORS; GENDER; RFM";;Taiwan;;"Chang, YL (corresponding author), Natl Kaohsiung Univ Hospitality & Tourism, Grad Inst Tourism Management, Kaohsiung 812301, Taiwan.;Lin, YD (corresponding author), Natl Penghu Univ Sci & Technol, Dept Comp Sci & Informat Engn, Magong 880011, Penghu, Taiwan.";"c0411004@stu.nkuht.edu.tw; yudalinemail@gms.npu.edu.tw";;;;;;;;1;1;;;;;;;;;;;;2021;9;;;;;;52728;52740;;10.1109/ACCESS.2021.3066713;0;;;;;;;;;gold;;;;;0
J;Faro JM, Chen JY, Flahive J, Nagawa CS, Orvek EA, Houston TK, Allison JJ, Person SD, Smith BM, Blok AC, Sadasivam RS;;;;"Faro, Jamie M.; Chen, Jinying; Flahive, Julie; Nagawa, Catherine S.; Orvek, Elizabeth A.; Houston, Thomas K.; Allison, Jeroan J.; Person, Sharina D.; Smith, Bridget M.; Blok, Amanda C.; Sadasivam, Rajani S.";;;Effect of a Machine Learning Recommender System and Viral Peer Marketing Intervention on Smoking Cessation: A Randomized Clinical Trial;Jama Network Open;;;;Article;;;;;;;"SELF-DETERMINATION THEORY; TOBACCO; SMOKERS; ABSTINENCE; STRIPS";;United States;;Faro, JM (corresponding author), Univ Massachusetts, Dept Populat & Quantitat Hlth Sci, Div Hlth Informat & Implementat Sci, Chan Med Sch, 368 Plantat St, Worcester, MA 01605 USA.;Jamie.faro@umassmed.edu;;;;;;;;0;0;;;;;;;;;;;JAN 12;2023;6;1;;;;;;;e2250665;10.1001/jamanetworkopen.2022.50665;0;;;;;;;;;Green Published, gold;;;;;0
J;Birim S, Kazancoglu I, Mangla SK, Kahraman A, Kazancoglu Y;;;;"Birim, Sule; Kazancoglu, Ipek; Mangla, Sachin Kumar; Kahraman, Aysun; Kazancoglu, Yigit";;;The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods;Annals Of Operations Research;;;;"Article; Early Access";;;;;;"Advertisement; Demand forecasting; Machine learning; Marketing intelligence";"SALES FORECASTING-MODEL; DECISION-SUPPORT-SYSTEM; BIG DATA ANALYTICS; NEURAL-NETWORKS; ARTIFICIAL-INTELLIGENCE; SUPPLY CHAIN; TOURISM DEMAND; HEALTH-CARE; IMPACT; REGRESSION";;Turkey;;Kazancoglu, Y (corresponding author), Yasar Univ, Izmir, Turkey.;"sule.ozturk@cbu.edu.tr; ipek.savasci@ege.edu.tr; smangla@jgu.edu.in; aysun.kahraman@cbu.edu.tr; yigit.kazancoglu@yasar.edu.tr";;;;;;;;8;8;;;;;;;;;;;;-;;;;;;;;;;10.1007/s10479-021-04429-x;0;;44562;;;;;;;Green Published, Bronze;;;;;0
J;Salminen J, Yoganathan V, Corporan J, Jansen BJ, Jung SG;;;;"Salminen, Joni; Yoganathan, Vignesh; Corporan, Juan; Jansen, Bernard J.; Jung, Soon-Gyo";;;Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type;Journal Of Business Research;;;;Article;;;;;;"Machine learning; Auto-tagging; Web content; Content marketing; Neural network; Digital marketing";"RESPONSE MODELS; CLASSIFICATION; NETWORKS; SUPPORT; INFORMATION; PERFORMANCE; DISCOVERY; SYSTEMS; TOPICS; IMPACT";;Dominican Rep;;Yoganathan, V (corresponding author), Univ Bradford, Sch Management, Emm Lane, Bradford BD9 4JL, W Yorkshire, England.;vj.yoganathan@gmail.com;;;;;;;;39;41;;;;;;;;;;;AUG;2019;101;;;;;;203;217;;10.1016/j.jbusres.2019.04.018;0;;;;;;;;;Green Accepted, Green Submitted;;;;;0
J;Liu XM, Xiao ZF, Song Y, Zhang RZ, Li XQ, Du ZH;;;;"Liu, Xiaomei; Xiao, Zhifeng; Song, Yang; Zhang, Ruizhe; Li, Xiuqin; Du, Zhenhua";;;A Machine Learning-Aided Framework to Predict Outcomes of Anti-PD-1 Therapy for Patients With Gynecological Cancer on Incomplete Post-Marketing Surveillance Dataset;Ieee Access;;;;Article;;;;;;"Medical treatment; Cancer; Inhibitors; Surveillance; Analytical models; Tumors; Task analysis; Post-marketing surveillance; machine learning; gynecological cancer";"CELL LUNG-CANCER; FEATURE-SELECTION; PD-L1 EXPRESSION; ADVERSE EVENTS; IMPUTATION";;United States;;"Li, XQ; Du, ZH (corresponding author), China Med Univ, Sheng Jing Hosp, Dept Obstet & Gynecol, Shenyang 110004, Liaoning, Peoples R China.";"2403621353@qq.com; duzhenhua0000@163.com";;;;;;;;1;1;;;;;;;;;;;;2021;9;;;;;;120464;120480;;10.1109/ACCESS.2021.3107498;0;;;;;;;;;gold;;;;;0
J;Liu X, Li X;;;;"Liu, X.; Li, X.";;;A machine learning-based framework for efficacy and safety analysis of PD-1PD-L1 inhibitor application in gynaecological cancer on incomplete post-marketing surveillance dataset;Annals Of Oncology;;;;Meeting Abstract;;;;;;;;;China;;;;;;;;;;;0;0;;;;;;;;;;;;2021;32;;;5;;802P;S763;S763;;10.1016/j.annonc.2021.08.1244;0;;44440;;;;;;;Bronze;;;;;0
J;Mackey T, Kalyanam J, Klugman J, Kuzmenko E, Gupta R;;;;"Mackey, Tim; Kalyanam, Janani; Klugman, Josh; Kuzmenko, Ella; Gupta, Rashmi";;;Solution to Detect, Classify, and Report Illicit Online Marketing and Sales of Controlled Substances via Twitter: Using Machine Learning and Web Forensics to Combat Digital Opioid Access;Journal Of Medical Internet Research;;;;Article;;;;;;"online pharmacies; drug abuse; opioid abuse; machine learning; unsupervised machine learning; prescription drug misuse";"UNITED-STATES; PRESCRIPTION; DRUG; AVAILABILITY; ABUSE; MEDICATIONS; PHARMACIES; OVERDOSE; DARKNET";;United States;;Mackey, T (corresponding author), Univ Calif San Diego, Sch Med, Dept Anesthesiol, Div Infect Dis & Global Publ Hlth, 8950 Villa La Jolla Dr,A124, La Jolla, CA 92037 USA.;tmackey@ucsd.edu;;;;;;;;35;35;;;;;;;;;;;APR;2018;20;4;;;;;;;e10029;10.2196/10029;0;;;;;;;;;Green Published, gold;;;;;0
J;Kazama H, Kawaguchi O, Seto T, Suzuki K, Matsuyama H, Matsubara N, Tajima Y, Fukao T;;;;"Kazama, Hirotaka; Kawaguchi, Osamu; Seto, Takeshi; Suzuki, Kazuhiro; Matsuyama, Hideyasu; Matsubara, Nobuaki; Tajima, Yuki; Fukao, Taro";;;Comprehensive analysis of the associations between clinical factors and outcomes by machine learning, using post marketing surveillance data of cabazitaxel in patients with castration-resistant prostate cancer;Bmc Cancer;;;;Article;;;;;;"Cabazitaxel; Castration-resistant prostate cancer; Machine learning technology; Neutropenia; Outcome-associated clinical factors";"INCREASED SURVIVAL; PHASE-III; MEN; CHEMOTHERAPY; NEUTROPENIA; IMPACT";;United States;;Fukao, T (corresponding author), Sanofi Global Oncol, 450 Water St, Cambridge, MA 02141 USA.;Taro.Fukao@sanofi.com;;;;;;;;1;1;;;;;;;;;;;APR 29;2022;22;1;;;;;;;470;10.1186/s12885-022-09509-0;0;;;;;;;;;gold, Green Published;;;;;0