MATHEMATICAL MODEL OF CONSUMER INTEREST IN VIRAL FOOD
The presence of social media has led to several topics going viral, one of which is the widespread sharing of information about food. Numerous groups, particularly those identified as food influencers, share reviews and recommendations that pique the interest of social media users to purchase vir...
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Format: | Final Project |
Language: | Indonesia |
Online Access: | https://digilib.itb.ac.id/gdl/view/76408 |
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Institution: | Institut Teknologi Bandung |
Language: | Indonesia |
Summary: | The presence of social media has led to several topics going viral, one of which
is the widespread sharing of information about food. Numerous groups, particularly
those identified as food influencers, share reviews and recommendations that
pique the interest of social media users to purchase viral foods. Business enthusiasts
and owners of small and medium-sized enterprises (SMEs) also capitalize on
the viral momentum to attract consumer interest. This Final Dissertation models the
dynamics of consumer interest in viral foods circulating in the market by modifying
the predator-prey model and examining the intrinsic factors and the roles of restaurants
in relation to viral foods, as well as the social influence that impacts purchase
decisions. The virality of the examined foods is represented using the Richard
curve. The unit volume hypothesis is employed to illustrate the level of viral
food circulation in the market and the level of consumer interest in viral foods.
The dynamic behavior of the constructed system is examined, with compartments
representing the level of circulation of viral foods in the market and the level of
consumer interest. The presence of equilibrium conditions and their stability are
studied using Eigen-values analysis and Jacobi matrices. Numeric analysis using
logistic functions and the Richard curve are observed to illustrate the outcomes of
the constructed model. From the numerical analysis, it is inferred that foods that
rapidly reach their viral peak (fad) tend to have larger scaling parameters compared
to foods that gradually attain peak virality but then integrate into society (trend). To
understand consumer interest trends, a survey is conducted to identify factors influencing
consumer interest in viral foods. By adjusting parameter values based on
survey results, it is also found that the more a factor is perceived to influence respondents’
purchase decisions, the longer consumers remain interested in viral foods. In
other words, the most influential factors for a viral food to remain discussed and
become a trend are taste and price. |
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