--- title: Commentary of Consumer Preference Elicitation of Complex Products Using Fuzzy Support Vector Machine Active Learning Article description: Read Steve Gaskin’s Ambassador review of a recent article on machine learning as it applied to adaptive conjoint analysis/choice models. image: https://blog.ams-insights.com/hubfs/Commentary%20of%20Consumer%20Preference%20Elicitation%20of%20Complex%20Products%20Using%20Fuzzy%20Support%20Vector%20Machine%20Active%20Learning%20Article.jpeg --- - [Instagram](https://www.instagram.com/ams_insights) - [Toolkit Login](https://voctoolkit.ams-inc.com/login/) - [Join Us](https://www.ams-inc.com/why-work-at-ams/) - [0 Items](https://ams-insights.com/registration/) [![AMS_web_logo_final](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/AMS_web_logo_final.png)](https://ams-insights.com/) - Services - [Your Business Challenges](https://ams-insights.com/your-business-challenges/) - [Our Solutions](https://ams-insights.com/our-solutions/) - [Who We Help](https://ams-insights.com/who-we-help/) - [Powerful Results](https://ams-insights.com/powerful-results/) - Training - [Train Your Team](https://ams-insights.com/train-your-team/) - [Webinars](https://ams-insights.com/webinars/) - [Public Workshops](https://ams-insights.com/public-workshops/) - Knowledge Center - [Resources](https://ams-insights.com/resources/) - [Insights Blog](https://blog.ams-insights.com/) - [FAQs](https://ams-insights.com/frequently-asked-questions/) - Who We Are - [The AMS Difference](https://ams-insights.com/the-ams-difference/) - [Our Consultants](https://ams-insights.com/our-consultants/) - [Contact Us](https://ams-insights.com/contact-us/) Select Page - Services - [Your Business Challenges](https://ams-insights.com/your-business-challenges/) - [Our Solutions](https://ams-insights.com/our-solutions/) - [Who We Help](https://ams-insights.com/who-we-help/) - [Powerful Results](https://ams-insights.com/powerful-results/) - Training - [Train Your Team](https://ams-insights.com/train-your-team/) - [Webinars](https://ams-insights.com/webinars/) - [Public Workshops](https://ams-insights.com/public-workshops/) - Knowledge Center - [Resources](https://ams-insights.com/resources/) - [Insights Blog](https://blog.ams-insights.com/) - [FAQs](https://ams-insights.com/frequently-asked-questions/) - Who We Are - [The AMS Difference](https://ams-insights.com/the-ams-difference/) - [Our Consultants](https://ams-insights.com/our-consultants/) - [Contact Us](https://ams-insights.com/contact-us/) # Commentary of Consumer Preference Elicitation of Complex Products Using Fuzzy Support Vector Machine Active Learning Article By [Steve Gaskin](https://www.ams-inc.com/team/steven-gaskin/) **Some Comments on Dongling Huang and Lan Luo’s *“Consumer Preference Elicitation of Complex Products Using Fuzzy Support Vector Machine Active Learning”* in the INFORMS journal *Marketing Science*** Steve Gaskin, Bob Klein and Gerry Katz of Applied Marketing Science, Inc. have been invited to be among the first of a network of “Ambassadors” who have the interest, resources and skills to translate academic papers published in the INFORMS journal *Marketing Science* into short articles that have the potential to reach and impact practitioners. As Ambassadors, it is their job to take papers that have been accepted but not yet published, and write a short piece that describes the findings of the paper and discusses their practical relevance. As part of the process, they interview the authors of the paper. [Read Steve Gaskin’s Ambassador review](https://blog.ams-insights.com/hubfs/Some%20Comments%20on%20Dongling%20Huang%20and%20Lan%20Luo's%20Paper%20070116%5B2%5D.pdf)of a recent article on machine learning as it applied to adaptive conjoint analysis/choice models. If you would like to read Dongling Huang and Lan Luo original article, as featured in *Marketing Science*, you can [read it here.](http://pubsonline.informs.org/doi/abs/10.1287/mksc.2015.0946) Tags: [News](https://blog.ams-insights.com/topic/news) , [Conjoint Analysis and Discrete Choice](https://blog.ams-insights.com/topic/conjoint-analysis-and-discrete-choice) Share this: - [mailto:?body=https://blog.ams-insights.com/fuzzy-support-vector-machine-active-learning](mailto:?body=https://blog.ams-insights.com/fuzzy-support-vector-machine-active-learning) ### Subscribe Here! ### Categories - [Voice of the Customer (100)](https://blog.ams-insights.com/topic/voice-of-the-customer) - [Machine Learning/AI (62)](https://blog.ams-insights.com/topic/machine-learning-ai) - [Conferences (46)](https://blog.ams-insights.com/topic/conferences) - [News (45)](https://blog.ams-insights.com/topic/news) - [Insights Training (30)](https://blog.ams-insights.com/topic/insights-training) - [Medical Products and Pharmaceuticals (21)](https://blog.ams-insights.com/topic/medical-products-and-pharmaceuticals) - [Journey Mapping (20)](https://blog.ams-insights.com/topic/journey-mapping) - [Conjoint Analysis and Discrete Choice (12)](https://blog.ams-insights.com/topic/conjoint-analysis-and-discrete-choice) - [Kristyn Corrigan (12)](https://blog.ams-insights.com/topic/kristyn-corrigan) - [Ethnography (11)](https://blog.ams-insights.com/topic/ethnography) - [Heavy Equipment (10)](https://blog.ams-insights.com/topic/heavy-equipment) - [Carmel Dibner (8)](https://blog.ams-insights.com/topic/carmel-dibner) - [Engineered Products and Components (8)](https://blog.ams-insights.com/topic/engineered-products-and-components) - [John Mitchell (8)](https://blog.ams-insights.com/topic/john-mitchell) - [Podcast (8)](https://blog.ams-insights.com/topic/podcast) - [Building Materials and Durables (7)](https://blog.ams-insights.com/topic/building-materials-and-durables) - [Chemicals, Coating and Additives (7)](https://blog.ams-insights.com/topic/chemicals-coating-and-additives) - [Consumer Durables (7)](https://blog.ams-insights.com/topic/consumer-durables) - [Recruiting Respondents (7)](https://blog.ams-insights.com/topic/recruiting-respondents) - [Technology and Telecommunications (7)](https://blog.ams-insights.com/topic/technology-and-telecommunications) - [Consumer Products (6)](https://blog.ams-insights.com/topic/consumer-products) - [Manufacturing (6)](https://blog.ams-insights.com/topic/manufacturing) - [Travel, Logistics and Hospitality (6)](https://blog.ams-insights.com/topic/travel-logistics-and-hospitality) - [Quality Function Deployment (QFD) (4)](https://blog.ams-insights.com/topic/quality-function-deployment-qfd) - [Claims Development and Testing (3)](https://blog.ams-insights.com/topic/claims-development-and-testing) - [Concept Testing (3)](https://blog.ams-insights.com/topic/concept-testing) - [Meaghan Foley (3)](https://blog.ams-insights.com/topic/meaghan-foley) - [Segmentation & Market Sizing (3)](https://blog.ams-insights.com/topic/segmentation-market-sizing) - [Agriculture and Fisheries (2)](https://blog.ams-insights.com/topic/agriculture-and-fisheries) - [Banking, Investing and Insurance (1)](https://blog.ams-insights.com/topic/banking-investing-and-insurance) - [Business Services (1)](https://blog.ams-insights.com/topic/business-services) - [Legal Services (1)](https://blog.ams-insights.com/topic/legal-services) - [Oil and Gas (1)](https://blog.ams-insights.com/topic/oil-and-gas) - [Patty Yanes (1)](https://blog.ams-insights.com/topic/patty-yanes) See all ### Get in Touch - [(781) 250-6300](tel:(781)%20250-6300) - [inquiry@ams-inc.com](mailto:inquiry@ams-inc.com) - Applied Marketing Science, 78 Blanchard Road, Suite 203, Burlington MA 01803 ### Affiliations [![logo2](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/logo2.png)](https://www.pdma.org/) [![AMA-logo-white](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/AMA-logo-white.png)](https://www.ama.org/) [![cxpa-logo-white](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/cxpa-logo-white.png)](https://www.cxpa.org/) [![MAN_logo_horizontal_white](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/MAN_logo_horizontal_white.png)](https://www.mapi.net/) [![insights_logo-light](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/insights_logo-light.png)](https://www.insightsassociation.org/) [![ISBM-logo-white](https://blog.ams-insights.com/hubfs/AppliedMarketingScience_June2021/images/ISBM-logo-white.png)](https://isbm.smeal.psu.edu/) ©2025 Applied Marketing Science, Inc. | [Sitemap](https://ams-insights.com/sitemap_index.xml) | [Terms of Use](https://ams-insights.com/terms-of-use/) | [Privacy Policy](https://ams-insights.com/privacy-policy) Follow Us: - - - ![](https://dc.ads.linkedin.com/collect/?pid=19853&fmt=gif)