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eCommerce 
How digital is transforming 
retail 
II Aula Digital Business 
Alex Rayón Jerez 
@alrayon, alex.rayon@deusto.es 
October 16th, 2014
iConsumer Global Research Initiative 
1) Big Bang 
2) New skills 
3) Omnichannel 
7) mCommerce 
4) Marketing 
analytics 
6) sCommerce 
5) Social 
Intelligence
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
eCommerce Big Bang 
eConomy 
Source: http://www.theatlantic.com/business/archive/2011/11/the-8-trillion-internet-mckinseys-bold-attempt-to-measure-the-e-conomy/247963/
eCommerce Big Bang 
eConomy (II) 
Source: http://www.theatlantic.com/business/archive/2011/11/the-8-trillion-internet-mckinseys-bold-attempt-to-measure-the-e-conomy/247963/
eCommerce Big Bang 
eConomy (III) 
Electronic equipment, ecommerce, broadband 
suscriptions, mobile Internet, hardware and software 
0,1% 1,0% 
Trade 
Private 
consumption 
Public 
expenditure 
Private 
investment 
Spending and buying by government in software, 
hardware and services 
Telecommunications, extranet, 
intranet and web sites 
1,8% 
Exports of Internet equipment 
+ B2B services with overseas 
companies 
0,5%
eCommerce Big Bang 
eConomy (IV) 
Source: http://www.retailresearch.org/onlineretailing.php 
Source: http://disruptors.mx/for-ecommerce-to-take-off-the-infrastructure-has-to-be-in-place-or-create-new-alternatives/
eCommerce Big Bang 
Digital transformation of the economy 
Transport 
Utilities 
Infrastructure 
Finances 
... 
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i 
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* Scheduling and optimization 
* Reduce consumption 
* Saving time and cost for companies 
* Efficient allocation of capital
eCommerce Big Bang 
Digital transformation of the companies 
Digital Digital 
Digital
eCommerce Big Bang 
Digital transformation of the companies (II) 
Source: http://evigo.com/8570-mckinsey-digital-transformation-e-commerce-coming/
eCommerce Big Bang 
eCommerce in Europe 
Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
eCommerce Big Bang 
eCommerce in Spain 
Fuente: http://www.ipmark.com/pdf/CompradorOnline_ES.pdf 
Fuente: http://www.hablandoencorto.com/2014/01/Perfil-internauta-Espana.html
eCommerce Big Bang 
eCommerce in Spain (II) 
Fuente: http://cnmcblog.es/2013/09/10/comercio-electronico-en-espana-it-2013- 
facturacion-record-para-empezar-el-ano/
eCommerce Big Bang 
Tipping point 
● Traditional commerce and e-commerce are 
merging 
● Pervasive technology → useful 
○ Already past the tipping point 
Source: http://www.justintarte.com/2012/10/leadership-and-your-tipping-point.html
eCommerce Big Bang 
Tipping point (II) 
The Tipping Point (E-Commerce Version) 
Fuente: http://jeff.a16z.com/2014/01/15/the-tipping-point-e-commerce-version/
eCommerce Big Bang 
Tipping point (III) 
● Implications? 
○ Real-state 
○ Showroom 
○ Distribution centers 
○ Local economies 
○ Technology-enabled shopping 
○ Different approach on how we engage with the 
customer 
○ ...
eCommerce Big Bang 
Technology and its effects 
The technology has transformed the retail industry 
Coase Theorem 
Online channels reduce transaction costs
eCommerce Big Bang 
Technology and its effects (II) 
From 
Consumer-oriented Internet 
towards 
Company-oriented Internet 
Source: http://antoniotoriz.blogspot.com.es/2013/08/internet-de-las-cosas.html#sthash.hAa2ha7K.dpbs 
Source: http://pame95.wordpress.com/2012/11/03/mi-ensayo-planeta-web-2-0-la-intercreatividad-y-web-2- 
0/
eCommerce Big Bang 
Technology and its effects (III) 
● Internet 
○ Tool for automation + market expansion 
● Cloud computing 
○ Reduce the need for hefty investment in IT systems 
● Online marketing 
○ Target specific consumer segments 
● eCommerce 
○ Instant and direct access to consumers 
○ Support services such as payment and logistics 
● Online price transparency 
○ Pressurce on margins
eCommerce Big Bang 
Shopping experience 
● Shopping is no longer 
only an utility activity 
○ It is also an 
entertainment and 
engagement 
● Is a social experience 
● New shopping 
experience 
○ Just-in-Time 
○ Service 
Source: http://arstechnica.com/staff/2012/08/op-ed-apple-store-may-be-shifting-from-customer-experience- 
to-profit-machine/
eCommerce Big Bang 
Shopping experience (II)
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
New skills 
Introduction 
Where is our client?
New skills 
Digital competencies 
● Understand how to take advantage of the 
technology and how it works in order to be 
able to: 
○ Search for information 
○ Filter it 
○ Organize it 
○ Synthesize it 
○ Generate knowledge 
○ Communicate our knowledge 
○ Interact with our stakeholders
New skills 
Social networks 
Source: http://sisobproject.wordpress.com/2011/07/27/social-networks-social-media-and-social-network-analysis/
New skills 
Quantitative reasoning 
Source: http://serc.carleton.edu/NICHE/examples_qr_programs
New skills 
How to optimize 
Source: http://www.attilasystems.com/search-engine-optimization-seo/
New skills 
How to engage 
The Attention Economy
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
Omnichannel 
Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
Omnichannel (II) 
Source: http://www.i95dev.com/understanding-omni-channel-and-multichannel/ 
Experience 
Transaction
Omnichannel (III) 
1. Refine Your Brand’s Digital Presence 
2. Search Strategies Should Come First 
3. Target Existing Customers Using Site 
Retargeting 
4. Search Retargeting Will Help You Gain 
New Customers 
5. Use Mobile To Connect The Dots
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics 
● Social Intelligence 
● sCommerce 
● mCommerce
Marketing analytics 
Introduction 
Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
Marketing analytics 
Introduction (II) 
Source: http://www.accenture.com/us-en/Pages/insight-cmo-digital-transformation-summary.aspx
Marketing analytics 
Big Data 
Source: http://de.nr-apps.com/blog/2014/01/09/zukunft-des-handels-big-data-und-bitcoins/
Marketing analytics 
MROI 
● MROI: Marketing Return on Investment 
○ McKinsey review: an integrated analytics approach 
could save up to 15-20% total budget 
■ That’s $ 200.000.000.000 worlwide 
Source: http://www.thecmosite.com/author.asp?section_id=1137&doc_id=234474
Marketing analytics 
MROI (II) 
Source: http://www.marketingsherpa.com/charts/roi020409-1.gif
Marketing analytics 
Small data 
“More data does not mean more knowledge” 
[Jenkins2013] 
Searching for the evidence in a mass of data 
requires knowing what kind of evidence is 
needed 
Knowledge of the domain and understanding 
and interpretation of the patterns we see
Marketing analytics 
Anchoring analytics to strategy 
● How do we allocate marketing resources? 
○ Previous years’ budgets or products/lines that worked 
well 
○ This situation produces “Beauty contests” 
Source: http://www.thefinancialphilosopher.com/2008/05/weekend-wisdom.html 
Coolest proposals 
Loudest shouts
Marketing analytics 
Anchoring analytics to strategy (II) 
● But is should be focused on 
○ Most need to grow 
○ Defend current position 
● How to measure it? 
○ Strategic return 
○ Economic value 
○ Payback window
Marketing analytics 
Anchoring analytics to strategy (III) 
1) Marketing-Mix Modeling (MMM) 
● Big Data to determine the effectiveness of spending by 
channel 
Marketing 
investments 
● Include external variables such as seasonality, and 
competitor and promotional activities to uncover 
○ Longitudinal effects: changes individuals and 
segments over time 
○ Interaction effects: differences among offline, online 
and Social Media activities 
Marketing 
investments 
Statistical 
links
Marketing analytics 
Anchoring analytics to strategy (IV) 
2) Heuristich RCQ (Reach; Cost; Quality) 
● Disaggregate touchpoints into its component paths 
○ target consumer Reached 
○ Cost per unique touch 
○ Quality of engagement 
● More limited; but the best one when limited 
data is available
Marketing analytics 
Anchoring analytics to strategy (V) 
3) Attribution modeling 
● Set of rules or algorithms that govern how credit for 
converting traffic to sales is assigned to online 
touchpoints 
○ Email campaign 
○ Online ad 
○ Social-networking feed 
○ Website 
● Statistical modeling regression techniques
Marketing analytics 
Anchoring analytics to strategy (VI) 
● Integrate capabilities to generate insights 
○ DSS tool to integrate the results from MMM, RCQ and 
AM 
Source: http://water.usgs.gov/watercensus/delaware-dss.html
Marketing analytics 
Anchoring analytics to strategy (VII) 
● Analytical approach at the heart of the 
organization 
○ Data scientists 
○ Marketing researchers 
○ Digital analysts 
● Question assumptions, formulate hypotheses, 
and fine-tune the math
Marketing analytics 
Data as competitive advantage 
● Data is both an art and a science 
○ Science 
■ A lot of research 
■ ¡But never make Data Mining alone! 
○ Art 
■ Critical reasoning 
■ Business judgement 
■ Domain knowledge
Marketing analytics 
Data as competitive advantage (II) 
Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
Marketing analytics 
Data as competitive advantage (III)
Marketing analytics 
Data as competitive advantage (IV)
Marketing analytics 
Knowledge discovery methods 
1. Prediction methods 
2. Structure discovery 
3. Relationship mining
Marketing analytics 
1) Prediction methods 
Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
Marketing analytics 
1) Prediction methods (II) 
Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
Marketing analytics 
1) Prediction methods (III)
Marketing analytics 
1) Prediction methods (IV) 
Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
Marketing analytics 
1) Prediction methods (V) 
Source: http://lawprofessors.typepad.com/legalwhiteboard/important-research/
Marketing analytics 
1) Prediction methods (VI) 
Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
Marketing analytics 
2) Structure discovery 
Clustering 
Source: http://inside-bigdata.com/2013/12/18/tech-tip-power-pitfalls-clustering/ 
Source: http://www.cs.bilkent.edu.tr/~saksoy/research.html
Marketing analytics 
2) Structure discovery (II) 
Factor Analysis 
Source: http://www.mathworks.es/machine-learning/examples.html?file=/products/demos/machine-learning/cluster_genes/cluster_genes.html
Marketing analytics 
2) Structure discovery (III) 
Social Network Analysis 
Source: http://rs.resalliance.org/2010/11/03/reading-list-using-social-network-analysis-sna-in-social-ecological-studies/
Marketing analytics 
3) Relationship mining 
Association rule mining 
Source: http://aimotion.blogspot.com.es/2013/01/machine-learning-and-data-mining.html
Marketing analytics 
3) Relationship mining (II) 
Correlation mining 
Source: http://www.bain.com/publications/articles/Growing-brands-by-understanding-what-Chinese-shoppers-really-do.aspx
Marketing analytics 
3) Relationship mining (III) 
Sequential pattern mining 
Source: http://www.mdpi.com/1424-8220/10/8/7496
Marketing analytics 
3) Relationship mining (IV) 
Causal data mining 
Source: http://www.ciberconta.unizar.es/leccion/INTRODUC/485.HTM
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
Social intelligence 
Introduction 
● Social Media 
○ Insights and how consumers think and behave 
● Social Intelligence literacy 
● How social technologies can augment the 
intelligence-gathering approaches 
○ How information is sourced, collected, analyzed and 
distributed
Social intelligence 
Social Media approach 
Source: http://www.mckinsey.com/insights/high_tech_telecoms_internet/how_social_intelligence_can_guide_decisions
Social intelligence 
Social Media approach (II) 
1) From identifying data to mapping people 
and conversations 
● Social Media → new information map 
○ Primary and secondary information sources 
Source: http://tedescostwocents.com/social-media-models/
Social intelligence 
Social Media approach (III) 
2) From data gathering to 
engaging and tracking 
● Tools to pinpoint where 
information and expertise 
reside and track data in 
real time 
○ i.e. General Electric, 
@ecoimagination + # key 
topics
Social intelligence 
Social Media approach (IV) 
3) From analysis and synthesis to structuring 
and mining 
SWOT 
Porter 5 forces 
Analytic methods 
to structure and 
derive insight from 
complex 
information
Social intelligence 
Social Media approach (V) 
3) From analysis and synthesis to structuring 
and mining (cont.)
Social intelligence 
Social Media approach (VI) 
4) From reporting to curating and embedding 
● Automatically curate highly pertinent 
information 
○ Flipboard 
● Visual mapping
Índice de contenidos 
● eCommerce Big Bang 
● New skills 
● Omnichannel 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
sCommerce 
Introduction 
Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
sCommerce 
Social Networks 
Social networks play the 
simultaneous role of portal 
and link with retailers, 
providing a source of 
information prior to purchase
sCommerce 
Categories 
1. Options to share on the website 
2. Social infused onto site 
3. A View Into Individual Activity 
4. Site as it’s Own Social Network 
5. Six Degrees of Separation 
6. Social-Sourced Shopping
sCommerce 
Categories: 1) Options to share on the website 
Source: http://www.fluid.com/e-commerce/social-commerce
sCommerce 
Categories: 2) Social infused onto site
sCommerce 
Categories: 3) A View Into Individual Activity 
Source: http://www.fluid.com/e-commerce/social-commerce
sCommerce 
Categories: 4) Site as it’s Own Social Network
sCommerce 
Categories: 5) Six Degrees of Separation
sCommerce 
Categories: 6) Social-Sourced Shopping
sCommerce 
Tools 
Source: http://comunidad.iebschool.com/iebs/redes-sociales/social-commerce-redes-sociales-ventas-comercio-electronico/
Índice de contenidos 
● eCommerce Business Models 
● Current situation of retailing 
● New skills 
● Marketing analytics to drive growth 
● Social Intelligence 
● sCommerce 
● mCommerce
mCommerce 
Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
mCommerce (II) 
● Reaching the tipping-point 
○ Technology-enabled screens 
○ Connected screens of all sizes 
Source: http://www.slideshare.net/TNSGlobal/mobile-commerce-reaches-the-tipping-point
mCommerce (III) 
The number of searches on mobile phones is 
booming and there is a direct impact on 
purchasing behaviour 
65% say that they postpone their purchase or 
change suppliers according to this research
Copyright (c) 2014 University of Deusto 
This work (but the quoted images, whose rights are reserved to their owners*) is licensed under the 
Creative Commons “Attribution-ShareAlike” License. To view a copy of this license, visit http: 
//creativecommons.org/licenses/by-sa/3.0/ 
Alex Rayón Jerez 
October 2014
eCommerce 
How digital is transforming 
retail 
II Aula Digital Business 
Alex Rayón Jerez 
@alrayon, alex.rayon@deusto.es 
October 16th, 2014

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eCommerce. How digital is transforming retail

  • 1. eCommerce How digital is transforming retail II Aula Digital Business Alex Rayón Jerez @alrayon, alex.rayon@deusto.es October 16th, 2014
  • 2. iConsumer Global Research Initiative 1) Big Bang 2) New skills 3) Omnichannel 7) mCommerce 4) Marketing analytics 6) sCommerce 5) Social Intelligence
  • 3. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 4. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 5. eCommerce Big Bang eConomy Source: http://www.theatlantic.com/business/archive/2011/11/the-8-trillion-internet-mckinseys-bold-attempt-to-measure-the-e-conomy/247963/
  • 6. eCommerce Big Bang eConomy (II) Source: http://www.theatlantic.com/business/archive/2011/11/the-8-trillion-internet-mckinseys-bold-attempt-to-measure-the-e-conomy/247963/
  • 7. eCommerce Big Bang eConomy (III) Electronic equipment, ecommerce, broadband suscriptions, mobile Internet, hardware and software 0,1% 1,0% Trade Private consumption Public expenditure Private investment Spending and buying by government in software, hardware and services Telecommunications, extranet, intranet and web sites 1,8% Exports of Internet equipment + B2B services with overseas companies 0,5%
  • 8. eCommerce Big Bang eConomy (IV) Source: http://www.retailresearch.org/onlineretailing.php Source: http://disruptors.mx/for-ecommerce-to-take-off-the-infrastructure-has-to-be-in-place-or-create-new-alternatives/
  • 9. eCommerce Big Bang Digital transformation of the economy Transport Utilities Infrastructure Finances ... A p p a r e l T o u r i s m E l e c t r o n i c s N e w s p a p e r s E d u c a t i o n H e a l t h M a r k e t s * Scheduling and optimization * Reduce consumption * Saving time and cost for companies * Efficient allocation of capital
  • 10. eCommerce Big Bang Digital transformation of the companies Digital Digital Digital
  • 11. eCommerce Big Bang Digital transformation of the companies (II) Source: http://evigo.com/8570-mckinsey-digital-transformation-e-commerce-coming/
  • 12. eCommerce Big Bang eCommerce in Europe Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
  • 13. eCommerce Big Bang eCommerce in Spain Fuente: http://www.ipmark.com/pdf/CompradorOnline_ES.pdf Fuente: http://www.hablandoencorto.com/2014/01/Perfil-internauta-Espana.html
  • 14. eCommerce Big Bang eCommerce in Spain (II) Fuente: http://cnmcblog.es/2013/09/10/comercio-electronico-en-espana-it-2013- facturacion-record-para-empezar-el-ano/
  • 15. eCommerce Big Bang Tipping point ● Traditional commerce and e-commerce are merging ● Pervasive technology → useful ○ Already past the tipping point Source: http://www.justintarte.com/2012/10/leadership-and-your-tipping-point.html
  • 16. eCommerce Big Bang Tipping point (II) The Tipping Point (E-Commerce Version) Fuente: http://jeff.a16z.com/2014/01/15/the-tipping-point-e-commerce-version/
  • 17. eCommerce Big Bang Tipping point (III) ● Implications? ○ Real-state ○ Showroom ○ Distribution centers ○ Local economies ○ Technology-enabled shopping ○ Different approach on how we engage with the customer ○ ...
  • 18. eCommerce Big Bang Technology and its effects The technology has transformed the retail industry Coase Theorem Online channels reduce transaction costs
  • 19. eCommerce Big Bang Technology and its effects (II) From Consumer-oriented Internet towards Company-oriented Internet Source: http://antoniotoriz.blogspot.com.es/2013/08/internet-de-las-cosas.html#sthash.hAa2ha7K.dpbs Source: http://pame95.wordpress.com/2012/11/03/mi-ensayo-planeta-web-2-0-la-intercreatividad-y-web-2- 0/
  • 20. eCommerce Big Bang Technology and its effects (III) ● Internet ○ Tool for automation + market expansion ● Cloud computing ○ Reduce the need for hefty investment in IT systems ● Online marketing ○ Target specific consumer segments ● eCommerce ○ Instant and direct access to consumers ○ Support services such as payment and logistics ● Online price transparency ○ Pressurce on margins
  • 21. eCommerce Big Bang Shopping experience ● Shopping is no longer only an utility activity ○ It is also an entertainment and engagement ● Is a social experience ● New shopping experience ○ Just-in-Time ○ Service Source: http://arstechnica.com/staff/2012/08/op-ed-apple-store-may-be-shifting-from-customer-experience- to-profit-machine/
  • 22. eCommerce Big Bang Shopping experience (II)
  • 23. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 24. New skills Introduction Where is our client?
  • 25. New skills Digital competencies ● Understand how to take advantage of the technology and how it works in order to be able to: ○ Search for information ○ Filter it ○ Organize it ○ Synthesize it ○ Generate knowledge ○ Communicate our knowledge ○ Interact with our stakeholders
  • 26. New skills Social networks Source: http://sisobproject.wordpress.com/2011/07/27/social-networks-social-media-and-social-network-analysis/
  • 27. New skills Quantitative reasoning Source: http://serc.carleton.edu/NICHE/examples_qr_programs
  • 28. New skills How to optimize Source: http://www.attilasystems.com/search-engine-optimization-seo/
  • 29. New skills How to engage The Attention Economy
  • 30. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 32. Omnichannel (II) Source: http://www.i95dev.com/understanding-omni-channel-and-multichannel/ Experience Transaction
  • 33. Omnichannel (III) 1. Refine Your Brand’s Digital Presence 2. Search Strategies Should Come First 3. Target Existing Customers Using Site Retargeting 4. Search Retargeting Will Help You Gain New Customers 5. Use Mobile To Connect The Dots
  • 34. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics ● Social Intelligence ● sCommerce ● mCommerce
  • 35. Marketing analytics Introduction Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
  • 36. Marketing analytics Introduction (II) Source: http://www.accenture.com/us-en/Pages/insight-cmo-digital-transformation-summary.aspx
  • 37. Marketing analytics Big Data Source: http://de.nr-apps.com/blog/2014/01/09/zukunft-des-handels-big-data-und-bitcoins/
  • 38. Marketing analytics MROI ● MROI: Marketing Return on Investment ○ McKinsey review: an integrated analytics approach could save up to 15-20% total budget ■ That’s $ 200.000.000.000 worlwide Source: http://www.thecmosite.com/author.asp?section_id=1137&doc_id=234474
  • 39. Marketing analytics MROI (II) Source: http://www.marketingsherpa.com/charts/roi020409-1.gif
  • 40. Marketing analytics Small data “More data does not mean more knowledge” [Jenkins2013] Searching for the evidence in a mass of data requires knowing what kind of evidence is needed Knowledge of the domain and understanding and interpretation of the patterns we see
  • 41. Marketing analytics Anchoring analytics to strategy ● How do we allocate marketing resources? ○ Previous years’ budgets or products/lines that worked well ○ This situation produces “Beauty contests” Source: http://www.thefinancialphilosopher.com/2008/05/weekend-wisdom.html Coolest proposals Loudest shouts
  • 42. Marketing analytics Anchoring analytics to strategy (II) ● But is should be focused on ○ Most need to grow ○ Defend current position ● How to measure it? ○ Strategic return ○ Economic value ○ Payback window
  • 43. Marketing analytics Anchoring analytics to strategy (III) 1) Marketing-Mix Modeling (MMM) ● Big Data to determine the effectiveness of spending by channel Marketing investments ● Include external variables such as seasonality, and competitor and promotional activities to uncover ○ Longitudinal effects: changes individuals and segments over time ○ Interaction effects: differences among offline, online and Social Media activities Marketing investments Statistical links
  • 44. Marketing analytics Anchoring analytics to strategy (IV) 2) Heuristich RCQ (Reach; Cost; Quality) ● Disaggregate touchpoints into its component paths ○ target consumer Reached ○ Cost per unique touch ○ Quality of engagement ● More limited; but the best one when limited data is available
  • 45. Marketing analytics Anchoring analytics to strategy (V) 3) Attribution modeling ● Set of rules or algorithms that govern how credit for converting traffic to sales is assigned to online touchpoints ○ Email campaign ○ Online ad ○ Social-networking feed ○ Website ● Statistical modeling regression techniques
  • 46. Marketing analytics Anchoring analytics to strategy (VI) ● Integrate capabilities to generate insights ○ DSS tool to integrate the results from MMM, RCQ and AM Source: http://water.usgs.gov/watercensus/delaware-dss.html
  • 47. Marketing analytics Anchoring analytics to strategy (VII) ● Analytical approach at the heart of the organization ○ Data scientists ○ Marketing researchers ○ Digital analysts ● Question assumptions, formulate hypotheses, and fine-tune the math
  • 48. Marketing analytics Data as competitive advantage ● Data is both an art and a science ○ Science ■ A lot of research ■ ¡But never make Data Mining alone! ○ Art ■ Critical reasoning ■ Business judgement ■ Domain knowledge
  • 49. Marketing analytics Data as competitive advantage (II) Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
  • 50. Marketing analytics Data as competitive advantage (III)
  • 51. Marketing analytics Data as competitive advantage (IV)
  • 52. Marketing analytics Knowledge discovery methods 1. Prediction methods 2. Structure discovery 3. Relationship mining
  • 53. Marketing analytics 1) Prediction methods Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
  • 54. Marketing analytics 1) Prediction methods (II) Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
  • 55. Marketing analytics 1) Prediction methods (III)
  • 56. Marketing analytics 1) Prediction methods (IV) Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
  • 57. Marketing analytics 1) Prediction methods (V) Source: http://lawprofessors.typepad.com/legalwhiteboard/important-research/
  • 58. Marketing analytics 1) Prediction methods (VI) Source: Data Mining with WEKA MOOC (http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
  • 59. Marketing analytics 2) Structure discovery Clustering Source: http://inside-bigdata.com/2013/12/18/tech-tip-power-pitfalls-clustering/ Source: http://www.cs.bilkent.edu.tr/~saksoy/research.html
  • 60. Marketing analytics 2) Structure discovery (II) Factor Analysis Source: http://www.mathworks.es/machine-learning/examples.html?file=/products/demos/machine-learning/cluster_genes/cluster_genes.html
  • 61. Marketing analytics 2) Structure discovery (III) Social Network Analysis Source: http://rs.resalliance.org/2010/11/03/reading-list-using-social-network-analysis-sna-in-social-ecological-studies/
  • 62. Marketing analytics 3) Relationship mining Association rule mining Source: http://aimotion.blogspot.com.es/2013/01/machine-learning-and-data-mining.html
  • 63. Marketing analytics 3) Relationship mining (II) Correlation mining Source: http://www.bain.com/publications/articles/Growing-brands-by-understanding-what-Chinese-shoppers-really-do.aspx
  • 64. Marketing analytics 3) Relationship mining (III) Sequential pattern mining Source: http://www.mdpi.com/1424-8220/10/8/7496
  • 65. Marketing analytics 3) Relationship mining (IV) Causal data mining Source: http://www.ciberconta.unizar.es/leccion/INTRODUC/485.HTM
  • 66. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 67. Social intelligence Introduction ● Social Media ○ Insights and how consumers think and behave ● Social Intelligence literacy ● How social technologies can augment the intelligence-gathering approaches ○ How information is sourced, collected, analyzed and distributed
  • 68. Social intelligence Social Media approach Source: http://www.mckinsey.com/insights/high_tech_telecoms_internet/how_social_intelligence_can_guide_decisions
  • 69. Social intelligence Social Media approach (II) 1) From identifying data to mapping people and conversations ● Social Media → new information map ○ Primary and secondary information sources Source: http://tedescostwocents.com/social-media-models/
  • 70. Social intelligence Social Media approach (III) 2) From data gathering to engaging and tracking ● Tools to pinpoint where information and expertise reside and track data in real time ○ i.e. General Electric, @ecoimagination + # key topics
  • 71. Social intelligence Social Media approach (IV) 3) From analysis and synthesis to structuring and mining SWOT Porter 5 forces Analytic methods to structure and derive insight from complex information
  • 72. Social intelligence Social Media approach (V) 3) From analysis and synthesis to structuring and mining (cont.)
  • 73. Social intelligence Social Media approach (VI) 4) From reporting to curating and embedding ● Automatically curate highly pertinent information ○ Flipboard ● Visual mapping
  • 74. Índice de contenidos ● eCommerce Big Bang ● New skills ● Omnichannel ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 75. sCommerce Introduction Source: https://media.licdn.com/mpr/mpr/p/2/000/268/1b5/21f35eb.jpg
  • 76. sCommerce Social Networks Social networks play the simultaneous role of portal and link with retailers, providing a source of information prior to purchase
  • 77. sCommerce Categories 1. Options to share on the website 2. Social infused onto site 3. A View Into Individual Activity 4. Site as it’s Own Social Network 5. Six Degrees of Separation 6. Social-Sourced Shopping
  • 78. sCommerce Categories: 1) Options to share on the website Source: http://www.fluid.com/e-commerce/social-commerce
  • 79. sCommerce Categories: 2) Social infused onto site
  • 80. sCommerce Categories: 3) A View Into Individual Activity Source: http://www.fluid.com/e-commerce/social-commerce
  • 81. sCommerce Categories: 4) Site as it’s Own Social Network
  • 82. sCommerce Categories: 5) Six Degrees of Separation
  • 83. sCommerce Categories: 6) Social-Sourced Shopping
  • 84. sCommerce Tools Source: http://comunidad.iebschool.com/iebs/redes-sociales/social-commerce-redes-sociales-ventas-comercio-electronico/
  • 85. Índice de contenidos ● eCommerce Business Models ● Current situation of retailing ● New skills ● Marketing analytics to drive growth ● Social Intelligence ● sCommerce ● mCommerce
  • 87. mCommerce (II) ● Reaching the tipping-point ○ Technology-enabled screens ○ Connected screens of all sizes Source: http://www.slideshare.net/TNSGlobal/mobile-commerce-reaches-the-tipping-point
  • 88. mCommerce (III) The number of searches on mobile phones is booming and there is a direct impact on purchasing behaviour 65% say that they postpone their purchase or change suppliers according to this research
  • 89. Copyright (c) 2014 University of Deusto This work (but the quoted images, whose rights are reserved to their owners*) is licensed under the Creative Commons “Attribution-ShareAlike” License. To view a copy of this license, visit http: //creativecommons.org/licenses/by-sa/3.0/ Alex Rayón Jerez October 2014
  • 90. eCommerce How digital is transforming retail II Aula Digital Business Alex Rayón Jerez @alrayon, alex.rayon@deusto.es October 16th, 2014