Sheji Ho, aCommerce Group CMO presented on ‘Trends in Retail and E-Commerce Analytics’ at Teradata’s Big Data in Retail and E-Commerce event held on October 7 at the Four Seasons Hotel in Bangkok.
With conditions in the developed markets of Europe and North America likely to remain weak in the near term, business is increasingly looking to Asia for growth. Growth will not be uniform across sectors or even within them. Which subsectors will see the most dynamic growth? And what will drive it? Exports? Domestic sales? Technology? Innovation? Rising consumer incomes? What should companies be thinking about as they plan their Asia strategies for the next five to ten years?
The Economist Intelligence Unit (EIU), sponsored by InvestKL, developed the “industry dynamism” barometer to measure the resilience and growth potential of six industry sectors across Asia.
With conditions in the developed markets of Europe and North America likely to remain weak in the near term, business is increasingly looking to Asia for growth. Growth will not be uniform across sectors or even within them. Which subsectors will see the most dynamic growth? And what will drive it? Exports? Domestic sales? Technology? Innovation? Rising consumer incomes? What should companies be thinking about as they plan their Asia strategies for the next five to ten years?
The Economist Intelligence Unit (EIU), sponsored by InvestKL, developed the “industry dynamism” barometer to measure the resilience and growth potential of six industry sectors across Asia.
The Fintech Vietnam Startup Overview. Now counting 39 original Vietnamese Fintech Startups. Any feedback more than welcome.
Check also the article here http://fintechnews.sg/2838/studies/vietnam-fintech-startup-report-update-explores-vietnams-massive-fintech-opportunities/
Sample Report: Indonesia B2C E-Commerce Market 2017yStats.com
Free Report Samples for our publication "Indonesia B2C E-Commerce Market 2017".
Find the full updated 2019 report available for purchase at: https://bit.ly/3aq8Rc9
Ecommerce in Southeast Asia (November 2015) by Ardent Capital CEO Adrian VanzylArdent Capital
Dr. Adrian Vanzyl, CEO of one Southeast Asia's top VC firms, Ardent Capital, explains why Southeast Asia is the hottest market in the world for ecommerce. Complete with statistics and key insights, this presentation is the most recent (June 2015) analysis of the Southeast Asian market and was pitched to leading financial executives at the UBS Conference in November 2015 in Singapore.
Topics:
- Data and Macro Trends
- Recent Movements in the Markets
- Growth and Opportunities
Besides the fact that 40% of the total Indonesian population has internet access, Indonesia is also stated as the third biggest smartphone market in the Asia-Pacific region, so that it is expected that in the next years, Indonesia will become one of the nations with the most internet users in the world. It makes the ecommerce industry offers a high potential growth for Indonesian market. Find out how to establish an ecommerce company in Indonesia through this presentation.
Check also the complete article here: http://www.cekindo.com/opening-an-e-commerce-company-in-indonesia.html
With 20% of the Indians connected over internet and Smartphones, there has not been a more exciting and challenging time in the history of Indian retail.
Consumer is moving ahead of time and with multiple avenues of shopping - be it online, social or mobile - customers have been spoilt for choice.
With millions of Indian buying online and billions of $ of investment pumped in, pure play online retail companies are changing the retail game! An industry which was not even existing 5 years back will clock $4 Billion revenues by end of 2014!
Social Media has become an integral and powerful tool for online retailers to engage customers. Use of social media properties and tools to interact with‚ incentivize and influence transactions has evolved from one of the activities brands did to a science that deserves focus and attention. Larger brands are carving out specialists teams to improve sales using social media.
Given the cost of customer acquisition, retention becomes a key target for online retailers. Social Media and Social Commerce play a very important role‚ as they help brands build communities which in turn helps them stay connected with their consumers.
At the Aurum CXO Dialogues listen from experts on how your brand can leverage Social Commerce‚ and what insights we can take from some of the early adopters of Social Commerce.
"Thai E-Commerce: Learnings and Trends"
by Tiwa York, Managing Director E-Commerce, Sanook
Presented at Thailand Satellite 2013
More information: e27.co/echelon
e-commerce industry in India is going through an aggressive transformation and while it can be the sunshine sector for growth, it is imperative to understand the limitations and risks in the sector, and handle these risks effectively. Addressing these risks should be our top most priority to avoid this boom turn into a bubble. It is possible only when euphoria over virtual cash flows, imaginary cash rich P&L statements and outrageous valuations makes way for a structured growth plan across the business parks and government corridors, backed by more realistic aspirations, but of course, with the same enthusiasm
All the stats, data, and trends you need to understand the state of the internet, social media, and mobile in Southeast Asia in 2017. This report is part of a suite of reports brought to you by We Are Social and Hootsuite - read all the other reports for free at http://www.slideshare.net/wearesocialsg/presentations
The Fintech Vietnam Startup Overview. Now counting 39 original Vietnamese Fintech Startups. Any feedback more than welcome.
Check also the article here http://fintechnews.sg/2838/studies/vietnam-fintech-startup-report-update-explores-vietnams-massive-fintech-opportunities/
Sample Report: Indonesia B2C E-Commerce Market 2017yStats.com
Free Report Samples for our publication "Indonesia B2C E-Commerce Market 2017".
Find the full updated 2019 report available for purchase at: https://bit.ly/3aq8Rc9
Ecommerce in Southeast Asia (November 2015) by Ardent Capital CEO Adrian VanzylArdent Capital
Dr. Adrian Vanzyl, CEO of one Southeast Asia's top VC firms, Ardent Capital, explains why Southeast Asia is the hottest market in the world for ecommerce. Complete with statistics and key insights, this presentation is the most recent (June 2015) analysis of the Southeast Asian market and was pitched to leading financial executives at the UBS Conference in November 2015 in Singapore.
Topics:
- Data and Macro Trends
- Recent Movements in the Markets
- Growth and Opportunities
Besides the fact that 40% of the total Indonesian population has internet access, Indonesia is also stated as the third biggest smartphone market in the Asia-Pacific region, so that it is expected that in the next years, Indonesia will become one of the nations with the most internet users in the world. It makes the ecommerce industry offers a high potential growth for Indonesian market. Find out how to establish an ecommerce company in Indonesia through this presentation.
Check also the complete article here: http://www.cekindo.com/opening-an-e-commerce-company-in-indonesia.html
With 20% of the Indians connected over internet and Smartphones, there has not been a more exciting and challenging time in the history of Indian retail.
Consumer is moving ahead of time and with multiple avenues of shopping - be it online, social or mobile - customers have been spoilt for choice.
With millions of Indian buying online and billions of $ of investment pumped in, pure play online retail companies are changing the retail game! An industry which was not even existing 5 years back will clock $4 Billion revenues by end of 2014!
Social Media has become an integral and powerful tool for online retailers to engage customers. Use of social media properties and tools to interact with‚ incentivize and influence transactions has evolved from one of the activities brands did to a science that deserves focus and attention. Larger brands are carving out specialists teams to improve sales using social media.
Given the cost of customer acquisition, retention becomes a key target for online retailers. Social Media and Social Commerce play a very important role‚ as they help brands build communities which in turn helps them stay connected with their consumers.
At the Aurum CXO Dialogues listen from experts on how your brand can leverage Social Commerce‚ and what insights we can take from some of the early adopters of Social Commerce.
"Thai E-Commerce: Learnings and Trends"
by Tiwa York, Managing Director E-Commerce, Sanook
Presented at Thailand Satellite 2013
More information: e27.co/echelon
e-commerce industry in India is going through an aggressive transformation and while it can be the sunshine sector for growth, it is imperative to understand the limitations and risks in the sector, and handle these risks effectively. Addressing these risks should be our top most priority to avoid this boom turn into a bubble. It is possible only when euphoria over virtual cash flows, imaginary cash rich P&L statements and outrageous valuations makes way for a structured growth plan across the business parks and government corridors, backed by more realistic aspirations, but of course, with the same enthusiasm
All the stats, data, and trends you need to understand the state of the internet, social media, and mobile in Southeast Asia in 2017. This report is part of a suite of reports brought to you by We Are Social and Hootsuite - read all the other reports for free at http://www.slideshare.net/wearesocialsg/presentations
E-Commerce in the Philippines 2016-2017Janette Toral
A webinar presentation delivered by Janette Toral last December 19, 2016 as part of her E-Commerce & Digital Marketing Mentoring Program for MSMEs (http://www.ecomsummit.asia/mentoring) Full blog post article about this topic at http://digitalfilipino.com/e-commerce-in-the-philippines-2016/
The Ultimate Guide to E-Commerce Statistics in Southeast Asia & MalaysiaCK Wong
Why major e-commerce players like Rakuten, Qoo10, Groupon, LivingSocial, Rocket Internet, eBay, Naspers are venturing into Southeast Asia region? Visit ecommercemilo.com for more e-commerce insights in Malaysia and Southeast Asia.
SparkLabs Global Asia E-Commerce Report 2015Bernard Moon
Report focused on e-commerce in Asia. Overviews of China, Japan, Korea, India and Southeast Asia markets (Indonesia, Malaysia, Thailand, Vietnam). Describes the major startups and companies for each market and the investor landscape.
Camapign Sciences is the analytics arm of Wilson Perkins Allen Opinion Research. This deck is our attempt to explain what we do, how we do it and how our clients use it.
This presentation explores big data and its growing importance in winning and predicting future elections. In addition to this, controversies surrounding the intense use and analysis of personal data and the transition from viewing voting blocks as groups made of of individuals to individuals who are, by default, part of a group.
Giới thiệu cơ bản về Big Data và các ứng dụng thực tiễnTrieu Nguyen
1. Các ứng dụng Big Data thực tiễn trên thế giới
2. Các lĩnh vực đang ứng dụng Big Data ở Việt
Nam
3. Các bài toán Big Data tiêu biểu ở Vietnam
a. Quản lý chăm sóc khách hàng (CRM)
b. Tối ưu hoá trải nghiệm truyền hình Internet
c. Quảng cáo trực tuyến AdsPlay.net
4. Giới thiệu về công việc và thị trường việc làm
Big Data ở Việt Nam
5. Kiến thức nền tảng cho các bạn sinh viên
With torquiose beaches, verdant jungles, rich cultures South Asia provides an alluring setting for Destination weddings and Honeymoon vacations. From Luxurious to economical. From simple beach wedding to extreme under water weddings , lovers who are looking to step in to there wedded life would be spoilt for choices in these paradises.
Accelerating your growth in e-commerce by Hadi Wenas, CEO aCommerce IndonesiaRuchipha
Hadi Wenas, CEO of aCommerce Indonesia shares his insights on acccelerating growth in e-commerce at The Indonesia Transport, Supply Chain and Logistics 2014 (ITSCL), conference held on Oct 29-30.
A Group Presentation for "Entrepreneurship in Practice" module at University of Nottingham, Malaysia Campus.
https://www.facebook.com/Fahad.R.Rehmani
pk.linkedin.com/in/fahadramzan/
https://twitter.com/FRamzan
Summer Project at Olopie.com - Bengaluru by Anup GavaliAnup Gavali
Start-up model of doing business in India is on the rise and there are a lot of success stories as well. Internet and various digital platforms make it easier to target, segment and position a company’s brand image, products and services and customize the products and services addressing gaps in service delivery.
This presentation is describes the online commercialized businesses by looking at Sastodeal. The presentation delves into the history and activities of Sastodeal as well as the SWOT analysis of Sastodeal and the e-commerce sector as a whole.
Ecommerce and SMEs: Uncovering Thailand's Hidden Assets Through E-commerceMichael Wan
New research from the Sea Insights team illustrates how e-commerce can be a pathway to inclusive growth. We surveyed close to 7,000 merchants on Shopee Thailand — conducting one of the largest surveys of e-commerce sellers in Thailand.
E-commerce is well on its way towards East and it is really no wonder that high-end brands have started formulating digital strategies to grab the attention of Asian markets.Even in these tough times of slow economic revival, e-commerce is doing quite well globally.
Digital marketing is the use of internet-connected devices such as computers, tablets, smartphones and game consoles to engage customers with online advertising.Internet marketing is becoming more popular day by day. so there is huge scope of internet marketing.
Complete marketing analysis of Flipkart. Piyush Kapoor
consist of marketing analysis of flipkart which includes
History
environmental analysis of flipkart
pest analysis of flipkart
marketing mix of flipkart
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
2. Singapore | Thailand | Indonesia | Philippines
2
Why I’m here today
• Building data-driven products & acquiring
users at Gilt.com, Moda Operandi, LivingSocial
& Groupon
• Took a data science class during my MBA
• Undergrad in Industrial Engineering (math,
stats, operations research)
7. Singapore | Thailand | Indonesia | Philippines
7
Our company
Our Vision
Powering Ecommerce in Southeast Asia
aCommerce means commerce anytime,
anywhere, anything
Our Mission
Build Ecommerce technologies and services
that help companies build brand value, acquire
customers, drive sales, and scale their business
8. Singapore | Thailand | Indonesia | Philippines
8
Paul Srivorakul
Group CEO
Experience:
CEO & Co-Founder
Ensogo Group (acquired
by LivingSocial), Admax,
DMS Group, NewMedia
Peter Kopitz
Group COO
Experience:
Co-Founder & MD
- Zalora, Rocket Internet
VP, Head of Execution
- ACL Bank
Piers Bennett
Group CFO
Experience:
CFO
- Ensogo (acquired by
LivingSocial)
- DMS Group
- ValuE-commerce
John Srivorakul
Group CTO
Experience:
CTO & Co-Founder
- Ensogo (acquired by
LivingSocial), Admax,
NewMedia
Tom Srivorakul
CEO (Thailand)
Experience:
Co-Founder & MD
- Ensogo(acquired by
LivingSocial), DMS
Group, NewMedia
Adrian Suherman
Co-CEO (Indonesia)
Experience:
VP of Digital
- Telekomsel
CEO (Indonesia)
LivingSocial/DealKeren
Hadi Wenas
Co-CEO (Indonesia)
Experience:
Co-Founder & MD
- Zalora, Rocket
Internet
Engagement Manager
- McKinsey & Co
Ray Alimurung
CEO (Philippines)
Experience:
VP of Business Dev.
- Lazada, Rocket Int.
Sr. Product Manager
- Amazon.com (USA)
Our team
Sabina Chang
CEO (Singapore)
Experience:
Category Manager &
Head Merchandiser
- Apple, Amazon,
Walmart.com
Sheji Ho
Group CMO
Experience:
Sr. Product Manager
- Moda Operandi
Head of Customer Acq.
- LivingSocial, Gilt Groupe
15. Singapore | Thailand | Indonesia | Philippines
15
By 2020, over 60% of Southeast Asians will be online
24M
31M
18M
4M
55M
34M
194m
New Internet
users
360m
Internet users
Source: We are Social, Accenture, 2012
2010 2020
62%
Estimated
Internet
penetration
25%
2010 Internet
penetration
16. Singapore | Thailand | Indonesia | Philippines
16
Big room for growth for e-commerce in SEA
Online shopping makes up just 1% of total retail sales in SEA. This compares with
8% in China and over 10% in the U.S. and U.K.
15.1
9.5 11 12.8
21.8
11.3
102.4
57.1
68.4
82.5
168.5
70.5
Indonesia Malaysia Singapore Thailand Vietnam USA
Forecast Sales in Internet Retailing (% Value Growth)
2013-18 CAGR 2013/18 Total
Source: Centre for Retail Research 2014, Euromonitor 2014
17. Singapore | Thailand | Indonesia | Philippines
17
E-commerce market in SEA is highly
fragmented, unlike US
6.32
2.35
2.2
1.97
1.79
Vatgia.com
Lazada sites
5Giay.vn
Enbac.com
Thegioididong.com
1.44
1.35
1.26
0.78
0.7
Avg.com
Amazon Sites
Lazada sites
Indonetwork.co.id
Apple.com
1.5
1.05
0.94
0.84
0.64
Amazon Sites
Avg.com
Alibaba.com
Apple.com
Groupon.my
1.73
1.34
1.15
1.09
1.03
Weloveshopping.com
Rakuten Inc.
Avg.com
Lazada sites
Apple.com
1.09
0.73
0.69
0.63
0.52
Amazon sites
Apple.com
Avg.com
Lazada sites
Multiply.com
0.68
0.53
0.44
0.33
0.26
Amazon sites
Apple.com
Giosis Group
Alibaba.com
Avg.com
Monthly Unique Visitors (millions) of top 5 online retailers
Vietnam Indonesia Malaysia
Thailand Philippines Singapore
In contrast, in the US, Amazon and eBay are the top two online retailers, with more than
250 million monthly unique visitors
18. Singapore | Thailand | Indonesia | Philippines
18
Mobile leapfrogging: Thailand vs China
Thailand requires 1.5 vs 3 years to reach the same online penetration level as
China’s post 3G
0%
10%
20%
30%
40%
50%
60%
2003 2005 2007 2009 2011 2013 2015 2017
Internet Penetration
Internet penetration in China
Internet penetration in Thailand
0%
10%
20%
30%
40%
50%
60%
2008 2009 2010 2011 2012 2013 2014
Smartphone penetration
Smartphone penetration in China
Smartphone penetration in Thailand
Source: CNNIC, UBS estimates
19. Singapore | Thailand | Indonesia | Philippines
19
LINE Messenger
Thailand only
From unknown to dominant in 18 months
26+ million users in Thailand alone
Single largest channel to consumers
> Facebook
> Print + TV + radio
eCommerce engine
Ensogo took 2 years and $4M to get to 4M members
Line flash sales did it in 72 hours
That is truly disruptive
20. Singapore | Thailand | Indonesia | Philippines
20
Online advertising is totally out of line
In Southeast Asia, people spend 44% of their media time online, but only 2%
of advertising spending is devoted to online advertisement; however,
e-commerce is changing this
Source: Euromonitor, Nielsen
51%
34%
5%
2%
32%
9%
15%
44%
0%
10%
20%
30%
40%
50%
60%
TV Print Radio Online
% of Total Ad Spend vs % of Total Time Spent on Media
% Ad Spend % Time Spent
out of line
21. Singapore | Thailand | Indonesia | Philippines
21
Key takeaways
• BIG – bigger than US (2x), bigger than EU
• Social – everyone is on social media (Facebook, LINE)
• Mobile – well over 100% penetration in most markets
• Internet focused – more time spent on the internet than on TV
• Large gaps – absolute disconnect between time and money
spent online vs TV
• Growing fast – eCommerce CAGR 2008-2013 is 18.73%
• Young – much younger population than US and EU
• Less competition – not (yet) dominated by global players
23. Singapore | Thailand | Indonesia | Philippines
23
Trends and Predictions
• Content is blending with commerce resulting in
new business models leveraging bigger data sets
• E-commerce will slowly take over advertising as
primary monetization model, driven by
disconnect between time and money spent
online vs TV
• Data will re-invent how e-commerce and
advertising is done
24. Singapore | Thailand | Indonesia | Philippines
24
New business models are emerging
Content Commerce
29. Singapore | Thailand | Indonesia | Philippines
29
“The company has a Pinterest-like interface, and uses algorithms and machine-
learning technology to adapt to a user’s tastes in order to show them products
they like.”
“While Pinterest began exploring how a user’s likes and interests can be
programmed into a more personalized experience earlier this year and doesn’t
really emphasize commerce, Wish is all about the art of the algorithmically
enhanced sale.”
31. Singapore | Thailand | Indonesia | Philippines
“Jet will distinguish itself from Amazon, eBay and others by pricing products
based in part on their proximity to the buyer. That way, customers could
potentially get their merchandise quicker and at lower cost.”
“What are the hidden costs in e-commerce? Are there aspects of e-commerce
that don’t make sense? And most importantly, how do we expose these
inefficiencies and empower customers to eliminate them?”
32. Singapore | Thailand | Indonesia | Philippines
32
Marketing Interactive: Shitty Clicks or 5 Reasons
You Should Fire Your Digital Agency
http://www.marketing-interactive.com/5-reasons-fire-agency
34. Singapore | Thailand | Indonesia | Philippines
34
Recap
• E-commerce is BOOMING in Thailand
• New business models are appearing,
leveraging more and more data
• MOBILE adds more complexity to data
but cannot be ignored anymore
• Big data and technology will change e-
commerce, retail, and advertising
35. Singapore | Thailand | Indonesia | Philippines
35
4 P’s of Big Data
aCommerce’s big data framework for e-commerce
1.Platform
2.Processes
3.People
4.Politics