Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searching for comparing products and services. We examine how the sequential browsing behavior of consumers can enable targeted marketing strategies on e-commerce platforms, by using clickstream data from one of the largest e-commerce platforms in Asia. We deploy duration analysis to i) explore how path dependence can better explain consumers’ sequential browsing behavior in different product categories, and ii) characterize the sequential browsing behavior of heterogeneous consumer groups. The findings of our work showcase i) the high accuracy of using sequential browsing path dependence to explain consumer behavior, ii) the patterns of their beh...
Understanding how people interact with the web is key for a variety of applications, e.g., from the ...
In this paper, we present an approach for mining change in customer’s behavior for the purpose of ma...
E-Commerce firms collect enormous amounts of information in their databases. Yet, only a fraction is...
Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searc...
Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searc...
Currently, consumers display what is known as omnichannel behavior: the combined use of digital and ...
Many online sites, both retailers and content providers, routinely monitor visitor traffic as a usef...
While shopping online, customers\u27 needs and goals may change dynamically, based on a variety of f...
152 pagesEcommerce retailers are increasingly faced with challenges of finding ways to provide a sea...
The online retail business has grown substantially. Given distinctive product categories (e.g. searc...
As an important part of the Internet economy, online mar-kets have gained much interest in research ...
As the technologies and better practices become broadly available, companies are moving more quickly...
The increasing importance of online distribution channels is paralleled by a rising interest in gain...
Due to copyright restrictions, the access to the full text of this article is only available via sub...
The online marketplace is growing every year. As it continues to grow it is important to understand ...
Understanding how people interact with the web is key for a variety of applications, e.g., from the ...
In this paper, we present an approach for mining change in customer’s behavior for the purpose of ma...
E-Commerce firms collect enormous amounts of information in their databases. Yet, only a fraction is...
Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searc...
Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searc...
Currently, consumers display what is known as omnichannel behavior: the combined use of digital and ...
Many online sites, both retailers and content providers, routinely monitor visitor traffic as a usef...
While shopping online, customers\u27 needs and goals may change dynamically, based on a variety of f...
152 pagesEcommerce retailers are increasingly faced with challenges of finding ways to provide a sea...
The online retail business has grown substantially. Given distinctive product categories (e.g. searc...
As an important part of the Internet economy, online mar-kets have gained much interest in research ...
As the technologies and better practices become broadly available, companies are moving more quickly...
The increasing importance of online distribution channels is paralleled by a rising interest in gain...
Due to copyright restrictions, the access to the full text of this article is only available via sub...
The online marketplace is growing every year. As it continues to grow it is important to understand ...
Understanding how people interact with the web is key for a variety of applications, e.g., from the ...
In this paper, we present an approach for mining change in customer’s behavior for the purpose of ma...
E-Commerce firms collect enormous amounts of information in their databases. Yet, only a fraction is...