Core Mechanism of Digital Marketing Communication Effect in the Era of Big Data

2021 ◽  
pp. 759-764
Author(s):  
Runfa Li ◽  
Zheng Cao ◽  
Ou Wang ◽  
Xianghua Yue
Keyword(s):  
Big Data ◽  
Digital Marketing ◽  
Marketing Communication ◽  
Communication Effect

scholarly journals Accurate Digital Marketing Communication Based on Intelligent Data Analysis

2022 ◽  
Vol 2022 ◽  
pp. 1-10
Author(s):  
ZhuoJun Li
Keyword(s):  
Big Data ◽  
Data Analysis ◽  
Big Data Analysis ◽  
Bayesian Optimization ◽  
Digital Marketing ◽  
Marketing Communication ◽  
Intelligent Algorithm ◽  
The Social ◽  
Optimization Parameters ◽  
Technological Means

In digital marketing, the core advantages of scientific and technological means such as artificial intelligence and big data analysis gradually appear and pay attention to them. This paper studies the accuracy of digital marketing and proposes an intelligent algorithm based on data analysis, which improves the effect of marketing communication. Through the combination of intelligent algorithms and big data analysis, the data are convincing. Through the comparison and improvement of intelligent algorithm logistic regression and XGBoost, this paper puts forward an improved algorithm of XGBoost based on Bayesian optimization parameters, which can improve the efficiency of digital marketing communication and enhance the social influence of digital marketing.

scholarly journals Digital Marketing Communication and Car Buying: A Study of Potential Deterrents

2018 ◽  
Vol 13 (02) ◽  
Author(s):  
Rekha Dahiya ◽  
Aparna Mishra
Keyword(s):  
Cluster Analysis ◽  
Digital Marketing ◽  
Marketing Communication ◽  
Age Group ◽  
Chi Square ◽  
Occupational Category ◽  
Chi Square Test ◽  
And Cluster Analysis ◽  
Digital Channels ◽  
Lack Of Knowledge

The present study aims to identify the potential deterrents of digital marketing communication while buying a car. Data was collected from 801 respondents from Delhi using area wise proportionate sampling. 75% of the respondents used at least one digital channel of communication while buying a car. There were 25% of the respondents who didn’t use digital channels of communication while buying a car and relied exclusively upon traditional channels of communication. The study analyzed the respondents believing only in traditional channels of communication while buying a car to know the deterrents impeding the usage of digital channels of communication. The study also aimed to identify the distinct customers segments using traditional channels of communication while buying a car. Data was analyzed with the help of chi-square test and cluster analysis. ‘Technicality’ of the medium followed by ‘lack of knowledge and time’ were identified as the major deterrents of digital marketing communication. Two customer segments were identified in the study that made use of only traditional channels of communication while buying a car. First segment comprised of respondents ‘above 40 years of age’ belonging to ‘business’ category. Second segment was composed of respondents in ‘service’ occupational category belonging to ‘26 to 30 years age’ group.

New Event Trends as a Tool of Digital Marketing Communication

2021 ◽  
pp. 216-241
Author(s):  
Dilaysu Cinar
Keyword(s):  
Virtual Reality ◽  
Augmented Reality ◽  
Literature Review ◽  
Virtual Communities ◽  
Digital Marketing ◽  
Marketing Communication ◽  
Communication Tool ◽  
Communication Tools ◽  
Social Events ◽  
Potential Customers

Today, with digital marketing communication, it has become easier to reach and persuade both existing and potential customers. The aforementioned situation is also valid for event applications which are one of the digital marketing communication tools. Indeed, with the technological power, brands began to offer participants almost unlimited options for events and participation takes place regardless of the venue. This study aims to provide information about the new event trends as a digital marketing communication tool. For this purpose, a literature review was made in the study. Accordingly, it can be argued that the new event trends used in digital marketing communications consist of real-time events, social events, storytelling, virtual reality and augmented reality applications, influencers, and virtual communities.

The Role of Big Data in Digital Marketing

2021 ◽  
pp. 16-33
Author(s):  
Neslihan Cavlak ◽  
Ruziye Cop
Keyword(s):  
Big Data ◽  
Literature Review ◽  
Big Data Analytics ◽  
Digital Marketing ◽  
Business Success ◽  
Sustainable Business ◽  
Marketing Environment ◽  
Digital Environments ◽  
Digital Channels

Consumers perform their activities through digital channels more often as a result of technological advancements where those advancements also allow marketers to reach excessive information about consumers, store them, and use them whenever and however they consider necessary. These big data provide businesses to understand the unmet demands and expectations of consumers and achieve a sustainable business success. Despite the importance of big data analytics for marketing of businesses, research on this issue is scarce. In order to contribute the literature, the purpose of this chapter is to reveal the importance of big data in the digital marketing environment. In line with this purpose, a comprehensive literature review including the definition, components, sources of big data, and the role of big data in digital environments and the examples of businesses using big data is undertaken.

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