anand, atul (2019): Ingredient mix with recommender systems.
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Abstract
The product owners and marketers are always looking to launch new products and are presented constantly with the problem of what products or the variants they should present to the consumer. We present modern aspects of studies in this regard and combine them. We look deeper in the problems pertaining to earlier researches on product choices. We also provide a framework to the solution of this problem using recommender systems.
Item Type: | MPRA Paper |
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Original Title: | Ingredient mix with recommender systems |
English Title: | Understaing role of choices in marketing psychology using recommender systems |
Language: | English |
Keywords: | marketing psychology; malcolm gladwell; dan ariely; choice; consumer happiness, barry swartz, product design; |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C59 - Other M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M31 - Marketing |
Item ID: | 98215 |
Depositing User: | atul anand |
Date Deposited: | 21 Jan 2020 08:19 |
Last Modified: | 21 Jan 2020 08:19 |
References: | Gladwell, M., 2004. The ketchup conundrum. New Yorker, 6. Moskowitz, H.R., 1970. Ratio scales of sugar sweetness. Perception & Psychophysics, 7(5), pp.315-320. Moskowitz, H.R., Kluter, R.A., Westerling, J. and Jacobs, H.L., 1974. Sugar sweetness and pleasantness: Evidence for different psychological laws. Science, 184(4136), pp.583-585. Gladwell, M., Choice, happiness and spaghetti sauce,TED, 2004 Kodinariya, Trupti M and Makwana, Prashant R, “Review on determining number of Cluster in K-Means Clustering”, vol. 1, no. 6,International Journal, 2013. Barry Schwartz, The paradox of choice, TED, 2005. Andrew Ng, Clustering with the K-Means Algorithm, Machine Learning, 2012. Photo by Peter Bond on Unsplash Dan Ariely, Are we in control of our own decisions, EG 2008 Kula, M., 2015. Metadata embeddings for user and item cold-start recommendations. arXiv preprint arXiv:1507.08439. Rousseeuw,P.J.,1987.Silhouettes:agraphicalaidtotheinterpretation and validation of cluster analysis. Journal of computational and applied mathematics, 20, pp.53-65. Ray, S. and Turi, R.H., 1999, December. Determination of number of clusters in k-means clustering and application in colour image segmentation. In Proceedings of the 4th international conference on advances in pattern recognition and digital techniques (pp. 137-143). |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/98215 |