Video Ads in Digital Marketing and Sales: A Big Data Analytics Using Scrapy Web Crawler Mining Technique
Addo Prince Clement, Dorgbefu Jnr. Maxwell, Kulbo Nora Bakabbey, Akpatsa Samuel Kofi, Ohemeng Asare Andy, Dagadu Joshua Caleb, Boansi Kufuor Oliver, Kofi Frimpong Adasa Nkrumah
Asian Journal of Research in Computer Science · pp. 52–71 · Published 15 Sep 2021
10.9734/ajrcos/2021/v11i430270Abstract
The survival of the global economy is rooted in the production of goods, rendering of valuable services, and formulation and implementation of favorable trade policies. These goods and services supported by related policies however, must reach prospective customers unblemished in good time, through planned advertisement strategies. Advertisement over the years has evolved from the traditional one-on-one to technology induced ones such as digital marketing and sales. Technological advancement has diversified advertisement into a multi-faceted and dynamic channel with enormous growth and prospects. In this paper, we made a significant effort to identify actual online data to justify why short video (SV) adoption is essential in e-commerce and digital marketing. A total of 23589 datasets were drawn from three global B2C and C2C websites using the scrappy web crawlers to investigate a resilience model in the relationship between SV advertising adoption, quality signals, customer satisfaction, price fairness, and sales in digital marketing. Whereas shop location is vital in traditional shopping, logistics service quality overrides its influence in online shopping settings.
References (37)
- 1 Hedonic shopping motivations [DOI]
- 2 Service Quality, Profitability, and the Economic Worth of Customers: What We Know and What We Need to Learn [DOI]
- 3 Service logic revisited: who creates value? And who co‐creates? [DOI]
- 4 The Price is Unfair! A Conceptual Framework of Price Fairness Perceptions [DOI]
- 5 Consumer Perceptions of Price (Un)Fairness [DOI]
- 6 Internet advertising: Is anybody watching? [DOI]
- 7 Marketing Performance Measurement Ability and Firm Performance [DOI]
- 8 Service quality, service convenience, price and fairness, customer loyalty, and the mediating role of customer satisfaction [DOI]
- 9 Measuring Physical Distribution Service Quality [DOI]
- 10 The influence of price fairness on customer satisfaction: an empirical test in the context of automobile purchases [DOI]
- 11 Customer satisfaction and price tolerance [DOI]
- 12 COVID-19: fear appeal favoring purchase behavior towards personal protective equipment [DOI]
- 13 Linking Marketing to Financial Performance and Firm Value [DOI]
- 14 Customer engagement and purchase intention in live-streaming digital marketing platforms [DOI]
- 15 A structural equation model of impulse buying behaviour in grocery retailing [DOI]
- 16 Empirical evidence for the relationship between customer satisfaction and business performance [DOI]
- 17 Advertising Effectiveness: The Moderating Effect of Firm Strategy [DOI]
- 18 Factors affecting adoption of product virtualization technology for online consumer electronics shopping [DOI]
- 19 Customer satisfaction and profitability: A reappraisal of the nature of the relationship [DOI]
- 20 Understanding the psychological process underlying customer satisfaction and retention in a relational service [DOI]
- 21 Sustainable Online Shopping Logistics for Customer Satisfaction and Repeat Purchasing Behavior: Evidence from China [DOI]
- 22 Incorporating long-term effects in determining the effectiveness of different types of online advertising [DOI]
- 23 Signaling Quality: An Examination of the Effects of Marketing‐ and Nonmarketing‐Controlled Signals on Perceptions of Automotive Brand Quality [DOI]
- 24 Stock Market Prediction with Gaussian Naïve Bayes Machine Learning Algorithm [DOI]
- 25 Advertising and prices as signals of quality in a regime of price rivalry [DOI]
- 26 Customer satisfaction: Cost driver or value driver? Empirical evidence from the financial services industry [DOI]
- 27 Understanding the effectiveness of video ads [DOI]
- 28 Impact of Advertisement on Buying Behaviours of the consumers: Study of Cosmetic Industry in Karachi City. [DOI]
- 29 WHY DO USERS BROADCAST? EXAMINING INDIVIDUAL MOTIVES AND SOCIAL CAPITAL ON SOCIAL LIVE STREAMING PLATFORMS
- 30 Emotional or informative? Creative or boring? [DOI]
- 31 Chinese New Year Festival: Exploring consumer purchase intention at the flower market in Macau [DOI]
- 32 Pricing method as a tool for improved price perception [DOI]
- 33 In-Store Video Advertising Effectiveness [DOI]
- 34 Extraversion and Evaluation of Humorous Advertisements [DOI]
- 35 Impact of Technical Support on Customer Satisfaction [DOI]
- 36 Advertising and Prices as Signals of Quality: Competing Against a Renown Brand
- 37 THE IMPACT OF PERCEIVED PRICE FAIRNESS AND CONSUMER ETHNOCENTRISM ON CONUMERS’ PURCHASE INTENTIONS: AN EXPLORATORY ASSESSMENT
Cited by 6
Chukwu Agatha Ejim, Joshua Kajang Lane · Journal of Digital Marketing and Communication · 2026
Ran Huang, Zongjun Wang, Guang-Qiang Diao · Proceedings of the 2025 3rd International Conference on Information Education and Artificial Intelligence · 2025
Bo Yang · Proceedings of the 2025 2nd International Conference on Big Data and Digital Management · 2025
Li Wang · 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS) · 2024
Xian-min Wei · Applied Mathematics and Nonlinear Sciences · 2024
P. Addo, Samuel Kofi Akpatsa, Philip Nukpe · Journal of Marketing Theory and Practice · 2022
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