E-commerce (electronic commerce) is the activity of electronically buying or selling of products on online services or over the Internet. Electronic commerce draws on technologies such as mobile commerce, electronic funds transfer, supply chain management, Internet marketing, online transaction processing, electronic data interchange (EDI), inventory management systems, and automated data collection systems. E-commerce is in turn driven by the technological advances of the semiconductor industry, and is the largest sector of the electronics industry.
Modern electronic commerce typically uses the World Wide Web for at least one part of the transaction's life cycle although it may also use other technologies such as e-mail. Typical e-commerce transactions include the purchase of online books (such as Amazon) and music purchases (music download in the form of digital distribution such as iTunes Store), and to a less extent, customized/personalized online liquor store inventory services. There are three areas of e-commerce: online retailing, electronic markets, and online auctions. E-commerce is supported by electronic business.
E-commerce businesses may also employ some or all of the followings:
Modern electronic commerce typically uses the World Wide Web for at least one part of the transaction's life cycle although it may also use other technologies such as e-mail. Typical e-commerce transactions include the purchase of online books (such as Amazon) and music purchases (music download in the form of digital distribution such as iTunes Store), and to a less extent, customized/personalized online liquor store inventory services. There are three areas of e-commerce: online retailing, electronic markets, and online auctions. E-commerce is supported by electronic business.
E-commerce businesses may also employ some or all of the followings:
- Online shopping for retail sales direct to consumers via Web sites and mobile apps, and conversational commerce via live chat, chatbots, and voice assistants
- Providing or participating in online marketplaces, which process third-party business-to-consumer (B2C) or consumer-to-consumer (C2C) sales
- Business-to-business (B2B) buying and selling;
- Gathering and using demographic data through web contacts and social media
- Business-to-business (B2B) electronic data interchange
- Marketing to prospective and established customers by e-mail or fax (for example, with newsletters)
- Engaging in pretail for launching new products and services
- Online financial exchanges for currency exchanges or trading purposes.
Timeline
A timeline for the development of e-commerce:- 1971 or 1972: The ARPANET is used to arrange a cannabis sale between students at the Stanford Artificial Intelligence Laboratory and the Massachusetts Institute of Technology, later described as "the seminal act of e-commerce" in John Markoff's book What the Dormouse Said.
- 1972: Mohamed M. Atalla files a patent for a secure transaction system over telecommunications networks, utilizing encryption techniques to assure telephone link security, a precursor to Internet-based e-commerce.
- 1976: Atalla Technovation (founded by Mohamed Atalla) and Bunker Ramo Corporation (founded by George Bunker and Simon Ramo) introduce products designed for secure online transaction processing, intended for financial institutions.
- 1979: Michael Aldrich demonstrates the first online shopping system.
- 1981: Thomson Holidays UK is the first business-to-business (B2B) online shopping system to be installed.
- 1982: Minitel was introduced nationwide in France by France Télécom and used for online ordering.
- 1983: California State Assembly holds first hearing on "electronic commerce" in Volcano, California. Testifying are CPUC, MCI Mail, Prodigy, CompuServe, Volcano Telephone, and Pacific Telesis. (Not permitted to testify is Quantum Technology, later to become AOL.)
- 1984: Gateshead SIS/Tesco is first B2C online shopping system and Mrs Snowball, 72, is the first online home shopper
- 1984: In April 1984, CompuServe launches the Electronic Mall in the US and Canada. It is the first comprehensive electronic commerce service.
- 1989: In May 1989, Sequoia Data Corp. Introduced Compumarket, the first internet based system for e-commerce. Sellers and buyers could post items for sale and buyers could search the database and make purchases with a credit card.
- 1990: Tim Berners-Lee writes the first web browser, WorldWideWeb, using a NeXT computer.
- 1992: Book Stacks Unlimited in Cleveland opens a commercial sales website (www.books.com) selling books online with credit card processing.
- 1993: Paget Press releases edition No. 3 of the first app store, The Electronic AppWrapper
- 1994: Netscape releases the Navigator browser in October under the code name Mozilla. Netscape 1.0 is introduced in late 1994 with SSL encryption that made transactions secure.
- 1994: Ipswitch IMail Server becomes the first software available online for sale and immediate download via a partnership between Ipswitch, Inc. and OpenMarket.
- 1994: "Ten Summoner's Tales" by Sting becomes the first secure online purchase through NetMarket.
- 1995: The US National Science Foundation lifts its former strict prohibition of commercial enterprise on the Internet.
- 1995: Thursday 27 April 1995, the purchase of a book by Paul Stanfield, Product Manager for CompuServe UK, from W H Smith's shop within CompuServe's UK Shopping Centre is the UK's first national online shopping service secure transaction. The shopping service at launch featured W H Smith, Tesco, Virgin Megastores/Our Price, Great Universal Stores (GUS), Interflora, Dixons Retail, Past Times, PC World (retailer) and Innovations.
- 1995: Amazon.com is launched by Jeff Bezos.
- 1995: eBay is founded by computer programmer Pierre Omidyar as AuctionWeb. It is the first online auction site supporting person-to-person transactions.
- 1995: The first commercial-free 24-hour, internet-only radio stations, Radio HK and NetRadio start broadcasting.
- 1996: The use of Excalibur BBS with replicated "Storefronts" was an early implementation of electronic commerce started by a group of SysOps in Australia and replicated to global partner sites.
- 1998: Electronic postal stamps can be purchased and downloaded for printing from the Web.[20]
- 1999: Alibaba Group is established in China. Business.com sold for US$7.5 million to eCompanies, which was purchased in 1997 for US$149,000. The peer-to-peer filesharing software Napster launches. ATG Stores launches to sell decorative items for the home online.
- 1999: Global e-commerce reaches $150 billion
- 2000: The dot-com bust.
- 2001: eBay has the largest userbase of any e-commerce site.
- 2001: Alibaba.com achieved profitability in December 2001.
- 2002: eBay acquires PayPal for $1.5 billion. Niche retail companies Wayfair and NetShops are founded with the concept of selling products through several targeted domains, rather than a central portal.
- 2003: Amazon.com posts first yearly profit.
- 2004: DHgate.com, China's first online B2B transaction platform, is established, forcing other B2B sites to move away from the "yellow pages" model.
- 2007: Business.com acquired by R.H. Donnelley for $345 million.
- 2014: US e-commerce and Online Retail sales projected to reach $294 billion, an increase of 12 percent over 2013 and 9% of all retail sales. Alibaba Group has the largest Initial public offering ever, worth $25 billion.
- 2015: Amazon.com accounts for more than half of all e-commerce growth, selling almost 500 Million SKU's in the US.
- 2017: Retail e-commerce sales across the world reaches $2.304 trillion, which was a 24.8 percent increase than previous year.
- 2017: Global e-commerce transactions generate $29.267 trillion, including $25.516 trillion for business-to-business (B2B) transactions and $3.851 trillion for business-to-consumer (B2C) sales.
Business application
Some common applications related to electronic commerce are:
- B2B e-commerce (business-to-business)
- B2C e-commerce (business-to-consumer)
- Conversational commerce: e-commerce via chat
- Digital Wallet
- Document automation in supply chain and logistics
- Electronic tickets
- Enterprise content management
- Group buying
- Instant messaging
- Internet security
- Online auction
- Online banking
- Online office suites
- Online shopping and order tracking
- Online transaction processing
- Pretail
- Print on demand
- Shopping cart software
- Social networking
- Teleconference
- Usenet newsgroup
- Virtual assistant
- Domestic and international payment systems
Governmental regulation
In the United States, certain electronic commerce activities are regulated by the Federal Trade Commission (FTC). These activities include the use of commercial e-mails, online advertising and consumer privacy. The CAN-SPAM Act of 2003 establishes national standards for direct marketing over e-mail. The Federal Trade Commission Act
regulates all forms of advertising, including online advertising, and
states that advertising must be truthful and non-deceptive.
Using its authority under Section 5 of the FTC Act, which prohibits
unfair or deceptive practices, the FTC has brought a number of cases to
enforce the promises in corporate privacy statements, including promises
about the security of consumers' personal information. As a result, any corporate privacy policy related to e-commerce activity may be subject to enforcement by the FTC.
The Ryan Haight Online Pharmacy Consumer Protection Act of 2008, which came into law in 2008, amends the Controlled Substances Act to address online pharmacies.
Conflict of laws in cyberspace is a major hurdle for
harmonization of legal framework for e-commerce around the world. In
order to give a uniformity to e-commerce law around the world, many
countries adopted the UNCITRAL Model Law on Electronic Commerce (1996).
Internationally there is the International Consumer
Protection and Enforcement Network (ICPEN), which was formed in 1991
from an informal network of government customer fair trade
organisations. The purpose was stated as being to find ways of
co-operating on tackling consumer problems connected with cross-border
transactions in both goods and services, and to help ensure exchanges of
information among the participants for mutual benefit and
understanding. From this came Econsumer.gov, an ICPEN initiative since
April 2001. It is a portal to report complaints about online and related
transactions with foreign companies.
There is also Asia Pacific Economic Cooperation (APEC) was
established in 1989 with the vision of achieving stability, security
and prosperity for the region through free and open trade and
investment. APEC has an Electronic Commerce Steering Group as well as
working on common privacy regulations throughout the APEC region.
In Australia, Trade is covered under Australian Treasury Guidelines for electronic commerce and the Australian Competition and Consumer Commission regulates and offers advice on how to deal with businesses online, and offers specific advice on what happens if things go wrong.
In the United Kingdom, The Financial Services Authority (FSA) was formerly the regulating authority for most aspects of the EU's Payment Services Directive (PSD), until its replacement in 2013 by the Prudential Regulation Authority and the Financial Conduct Authority.
The UK implemented the PSD through the Payment Services Regulations
2009 (PSRs), which came into effect on 1 November 2009. The PSR affects
firms providing payment services and their customers. These firms
include banks, non-bank credit card issuers and non-bank merchant
acquirers, e-money issuers, etc. The PSRs created a new class of
regulated firms known as payment institutions (PIs), who are subject to
prudential requirements. Article 87 of the PSD requires the European
Commission to report on the implementation and impact of the PSD by 1
November 2012.
In India, the Information Technology Act 2000 governs the basic applicability of e-commerce.
In China, the Telecommunications Regulations of the People's Republic of China (promulgated on 25 September 2000), stipulated the Ministry of Industry and Information Technology (MIIT) as the government department regulating all telecommunications related activities, including electronic commerce.
On the same day, The Administrative Measures on Internet Information
Services released, is the first administrative regulation to address
profit-generating activities conducted through the Internet, and lay the
foundation for future regulations governing e-commerce in China.
On 28 August 2004, the eleventh session of the tenth NPC Standing
Committee adopted The Electronic Signature Law, which regulates data
message, electronic signature authentication and legal liability issues.
It is considered the first law in China's e-commerce legislation. It
was a milestone in the course of improving China's electronic commerce
legislation, and also marks the entering of China's rapid development
stage for electronic commerce legislation.
Forms
Contemporary electronic commerce can be classified into two
categories. The first category is business based on types of goods sold
(involves everything from ordering "digital" content for immediate
online consumption, to ordering conventional goods and services, to
"meta" services to facilitate other types of electronic commerce). The
second category is based on the nature of the participant (B2B, B2C, C2B and C2C);
On the institutional level, big corporations and financial
institutions use the internet to exchange financial data to facilitate
domestic and international business. Data integrity and security are pressing issues for electronic commerce.
Aside from traditional e-commerce, the terms m-Commerce (mobile commerce) as well (around 2013) t-Commerce have also been used.
Global trends
In 2010, the United Kingdom had the highest per capita e-commerce spending in the world.
As of 2013, the Czech Republic was the European country where
e-commerce delivers the biggest contribution to the enterprises´ total
revenue. Almost a quarter (24%) of the country's total turnover is
generated via the online channel.
Among emerging economies, China's e-commerce presence continues
to expand every year. With 668 million Internet users, China's online
shopping sales reached $253 billion in the first half of 2015,
accounting for 10% of total Chinese consumer retail sales in that
period. The Chinese retailers have been able to help consumers feel more comfortable shopping online.
e-commerce transactions between China and other countries increased 32%
to 2.3 trillion yuan ($375.8 billion) in 2012 and accounted for 9.6% of
China's total international trade. In 2013, Alibaba had an e-commerce market share of 80% in China.
In 2014, there were 600 million Internet users in China (twice as many
as in the US), making it the world's biggest online market. China is also the largest e-commerce market in the world by value of sales, with an estimated US$899 billion in 2016.
Recent research clearly indicates that electronic commerce,
commonly referred to as e-commerce, presently shapes the manner in which
people shop for products. The GCC countries have a rapidly growing
market and are characterized by a population that becomes wealthier
(Yuldashev). As such, retailers have launched Arabic-language websites
as a means to target this population. Secondly, there are predictions of
increased mobile purchases and an expanding internet audience
(Yuldashev). The growth and development of the two aspects make the GCC
countries to become larger players in the electronic commerce market
with time progress. Specifically, research shows that e-commerce market
is expected to grow to over $20 billion by the year 2020 among these GCC
countries (Yuldashev). The e-commerce market has also gained much
popularity among the western countries, and in particular Europe and the
U.S. These countries have been highly characterized with
consumer-packaged-goods (CPG) (Geisler, 34). However, trends show that
there are future signs of a reverse. Similar to the GCC countries, there
has been increased purchase of goods and services in online channels
rather than offline channels. Activist investors are trying hard to
consolidate and slash their overall cost and the governments in western
countries continue to impose more regulation on CPG manufacturers
(Geisler, 36). In these senses, CPG investors are being forced to adapt
e-commerce as it is effective as a well as a means for them to thrive.
In 2013, Brazil's e-commerce was growing quickly with retail
e-commerce sales expected to grow at a double-digit pace through 2014.
By 2016, eMarketer expected retail e-commerce sales in Brazil to reach
$17.3 billion. India has an Internet user base of about 460 million as of December 2017.
Despite being third largest user base in world, the penetration of
Internet is low compared to markets like the United States, United
Kingdom or France but is growing at a much faster rate, adding around 6
million new entrants every month. In India, cash on delivery is the most preferred payment method, accumulating 75% of the e-retail activities. The India retail market is expected to rise from 2.5% in 2016 to 5% in 2020.
The future trends in the GCC countries will be similar with that
of the western countries. Despite the forces that push business to adapt
e-commerce as a means to sell goods and products, the manner in which
customers make purchases is similar in countries from these two regions.
For instance, there has been an increased usage of smartphones which
comes in conjunction with an increase in the overall internet audience
from the regions. Yuldashev writes that consumers are scaling up to more
modern technology that allows for mobile marketing.
However, the percentage of smartphone and internet users who make online
purchases is expected to vary in the first few years. It will be
independent on the willingness of the people to adopt this new trend
(The Statistics Portal). For example, UAE has the greatest smartphone
penetration of 73.8 percent and has 91.9 percent of its population has
access to the internet. On the other hand, smartphone penetration in
Europe has been reported to be at 64.7 percent (The Statistics Portal).
Regardless, the disparity in percentage between these regions is
expected to level out in future because e-commerce technology is
expected to grow allowing for more users.
The e-commerce business within these two regions will result in a
competition. Government bodies at country level will enhance their
measures and strategies to ensure sustainability and consumer protection
(Krings, et al.). These increased measures will raise the environmental
and social standards in the countries, factors that will determine the
success of e-commerce market in these countries. For example, an
adoption of tough sanctions will make it difficult for companies to
enter the e-commerce market while lenient sanctions will allow ease of
companies. As such, the future trends between GCC countries and the
Western countries will be independent of these sanctions (Krings, et
al.). These countries need to make rational conclusions in coming up
with effective sanctions.
The rate of growth of the number of internet users in the Arab
countries has been rapid – 13.1% in 2015. A significant portion of the
e-commerce market in the Middle East comprises people in the 30–34 year
age group. Egypt has the largest number of internet users in the region,
followed by Saudi Arabia and Morocco; these constitute 3/4th of the
region's share. Yet, internet penetration is low: 35% in Egypt and 65%
in Saudi Arabia.
E-commerce has become an important tool for small and large
businesses worldwide, not only to sell to customers, but also to engage
them.
In 2012, e-commerce sales topped $1 trillion for the first time in history.
Mobile devices are playing an increasing role in the mix of
e-commerce, this is also commonly called mobile commerce, or m-commerce.
In 2014, one estimate saw purchases made on mobile devices making up
25% of the market by 2017.
For traditional businesses, one research stated that information
technology and cross-border e-commerce is a good opportunity for the
rapid development and growth of enterprises. Many companies have
invested enormous volume of investment in mobile applications. The
DeLone and McLean Model stated that three perspectives contribute to a
successful e-business: information system quality, service quality and
users' satisfaction.
There is no limit of time and space, there are more opportunities to
reach out to customers around the world, and to cut down unnecessary
intermediate links, thereby reducing the cost price, and can benefit
from one on one large customer data analysis,
to achieve a high degree of personal customization strategic plan, in
order to fully enhance the core competitiveness of the products in
company.
Modern 3D graphics technologies, such as Facebook 3D Posts,
are considered by some social media marketers and advertisers as a
preferable way to promote consumer goods than static photos, and some
brands like Sony are already paving the way for augmented reality
commerce. Wayfair now lets you inspect a 3D version of its furniture in a
home setting before buying.
Logistics
Logistics in e-commerce mainly concerns fulfillment. Online markets
and retailers have to find the best possible way to fill orders and
deliver products. Small companies usually control their own logistic
operation because they do not have the ability to hire an outside
company. Most large companies hire a fulfillment service that takes care
of a company's logistic needs.
Contrary to common misconception, there are significant barriers to entry in e-commerce.
Impact on markets and retailers
E-commerce markets are growing at noticeable rates. The online market
is expected to grow by 56% in 2015–2020. In 2017, retail e-commerce
sales worldwide amounted to 2.3 trillion US dollars and e-retail
revenues are projected to grow to 4.88 trillion US dollars in 2021. Traditional markets are only expected 2% growth during the same time. Brick and mortar
retailers are struggling because of online retailer's ability to offer
lower prices and higher efficiency. Many larger retailers are able to
maintain a presence offline and online by linking physical and online
offerings.
E-commerce allows customers to overcome geographical barriers and
allows them to purchase products anytime and from anywhere. Online and
traditional markets have different strategies for conducting business.
Traditional retailers offer fewer assortment of products because of
shelf space where, online retailers often hold no inventory but send
customer orders directly to the manufacture. The pricing strategies are
also different for traditional and online retailers. Traditional
retailers base their prices on store traffic and the cost to keep
inventory. Online retailers base prices on the speed of delivery.
There are two ways for marketers to conduct business through
e-commerce: fully online or online along with a brick and mortar store.
Online marketers can offer lower prices, greater product selection, and
high efficiency rates. Many customers prefer online markets if the
products can be delivered quickly at relatively low price. However,
online retailers cannot offer the physical experience that traditional
retailers can. It can be difficult to judge the quality of a product
without the physical experience, which may cause customers to experience
product or seller uncertainty. Another issue regarding the online
market is concerns about the security of online transactions. Many
customers remain loyal to well-known retailers because of this issue.
Security is a primary problem for e-commerce in developed and
developing countries. E-commerce security is protecting business'
websites and customers from unauthorized access, use, alteration, or
destruction. The type of threats include: malicious codes, unwanted
programs (ad ware, spyware), phishing, hacking, and cyber vandalism. E-commerce websites use different tools to avert security threats. These tools include firewalls, encryption software, digital certificates, and passwords.
Impact on supply chain management
For a long time, companies had been troubled by the gap between the
benefits which supply chain technology has and the solutions to deliver
those benefits. However, the emergence of e-commerce has provided a more
practical and effective way of delivering the benefits of the new
supply chain technologies.
E-commerce has the capability to integrate all inter-company and
intra-company functions, meaning that the three flows (physical flow,
financial flow and information flow) of the supply chain could be also
affected by e-commerce. The affections on physical flows improved the
way of product and inventory movement level for companies. For the
information flows, e-commerce optimised the capacity of information
processing than companies used to have, and for the financial flows,
e-commerce allows companies to have more efficient payment and
settlement solutions.
In addition, e-commerce has a more sophisticated level of impact
on supply chains: Firstly, the performance gap will be eliminated since
companies can identify gaps between different levels of supply chains by
electronic means of solutions; Secondly, as a result of e-commerce
emergence, new capabilities such implementing ERP systems, like SAP ERP, Xero, or Megaventory,
have helped companies to manage operations with customers and
suppliers. Yet these new capabilities are still not fully exploited.
Thirdly, technology companies would keep investing on new e-commerce
software solutions as they are expecting investment return. Fourthly,
e-commerce would help to solve many aspects of issues that companies may
feel difficult to cope with, such as political barriers or
cross-country changes. Finally, e-commerce provides companies a more
efficient and effective way to collaborate with each other within the
supply chain.
Impact on employment
E-commerce helps create new job opportunities due to information
related services, software app and digital products. It also causes job
losses. The areas with the greatest predicted job-loss are retail,
postal, and travel agencies. The development of e-commerce will create
jobs that require highly skilled workers to manage large amounts of
information, customer demands, and production processes. In contrast,
people with poor technical skills cannot enjoy the wages welfare. On the
other hand, because e-commerce requires sufficient stocks that could be
delivered to customers in time, the warehouse becomes an important
element. Warehouse needs more staff to manage, supervise and organize,
thus the condition of warehouse environment will be concerned by
employees.
Impact on customers
E-commerce brings convenience
for customers as they do not have to leave home and only need to browse
website online, especially for buying the products which are not sold
in nearby shops. It could help customers buy wider range of products and
save customers’ time. Consumers also gain power through online
shopping. They are able to research products and compare prices among
retailers. Also, online shopping often provides sales promotion or
discounts code, thus it is more price effective for customers. Moreover,
e-commerce provides products’ detailed information; even the in-store
staff cannot offer such detailed explanation. Customers can also review
and track the order history online.
E-commerce technologies cut transaction costs by allowing both
manufactures and consumers to skip through the intermediaries. This is
achieved through by extending the search area best price deals and by
group purchase. The success of e-commerce in urban and regional levels
depend on how the local firms and consumers have adopted to e-commerce.
However, e-commerce lacks human interaction for customers,
especially who prefer face-to-face connection. Customers are also
concerned with the security of online transactions and tend to remain
loyal to well-known retailers. In recent years, clothing retailers such as Tommy Hilfiger
have started adding Virtual Fit platforms to their e-commerce sites to
reduce the risk of customers buying the wrong sized clothes, although
these vary greatly in their fit for purpose.
When the customer regret the purchase of a product, it involves
returning goods and refunding process. This process is inconvenient as
customers need to pack and post the goods. If the products are
expensive, large or fragile, it refers to safety issues.
Impact on the environment
In 2018, E-commerce generated 1.3 million tons of container cardboard
in North America, an increase from 1.1 million in 2017. Only 35 percent
of North American cardboard manufacturing capacity is from recycled
content. The recycling rate in Europe is 80 percent and Asia is 93
percent. Amazon, the largest user of boxes,
has a strategy to cut back on packing material and has reduced
packaging material used by 19 percent by weight since 2016. Amazon is
requiring retailers to manufacture their product packaging in a way that
doesn't require additional shipping packaging. Amazon also has an
85-person team researching ways to reduce and improve their packaging
and shipping materials.
Impact on traditional retail
E-commerce has been cited as a major force for the failure of major
U.S. retailers in a trend frequently referred to as a "retail
apocalypse."
The rise of e-commerce outlets like Amazon has made it harder for
traditional retailers to attract customers to their stores and forced
companies to change their sales strategies. Many companies have turned
to sales promotions and increased digital efforts to lure shoppers while
shutting down brick-and-mortar locations. The trend has forced some traditional retailers to shutter its brick and mortar operations.
Distribution channels
E-commerce has grown in importance as companies have adopted pure-click and brick-and-click channel systems. We can distinguish pure-click and brick-and-click channel system adopted by companies.
- Pure-click or pure-play companies are those that have launched a website without any previous existence as a firm.
- Bricks-and-clicks companies are those existing companies that have added an online site for e-commerce.
- Click-to-brick online retailers that later open physical locations to supplement their online efforts.
Types of digital channels
E-commerce may take place on retailers' Web sites or mobile apps, or those of e-commerce marketplaces such as on Amazon, or Tmall from AliBaba. Those channels may also be supported by conversational commerce, e.g. live chat or chatbots on Web sites. Conversational commerce may also be standalone such as live chat or chatbots on messaging apps and via voice assistants.
Recommendation
The contemporary e-commerce trend recommends companies to shift the
traditional business model where focus on "standardized products,
homogeneous market and long product life cycle" to the new business
model where focus on "varied and customized products". E-commerce
requires the company to have the ability to satisfy multiple needs of
different customers and provide them with wider range of products.
With more choices of products, the information of products for
customers to select and meet their needs become crucial. In order to
address the mass customization principle to the company, the use of
recommender system is suggested. This system helps recommend the proper
products to the customers and helps customers make the decision during
the purchasing process. The recommender system could be operated through
the top sellers on the website, the demographics of customers or the
consumers' buying behavior. However, there are 3 main ways of
recommendations: recommending products to customers directly, providing
detailed products' information and showing other buyers' opinions or
critiques. It is benefit for consumer experience without physical
shopping. In general, recommender system is used to contact customers
online and assist finding the right products they want effectively and
directly.
E-commerce during COVID-19
In March 2020, global retail website traffic hit 14.3 billion visits signifying an unprecedented growth of e-commerce during the lockdown of
2020. Studies show that in the US, as many as 29% of surveyed shoppers
state that they will never go back to shopping in person again; in the
UK, 43% of consumers state that they expect to keep on shopping the same
way even after the lockdown is over.