SlideShare uma empresa Scribd logo
1 de 46
Baixar para ler offline
Brand Monitoring
and Consumer
Behavior



Brand Monitoring and Consumer Behavior
Tarcízio Silva
  Tarcízio Silva is a brazilian consultant,
  master student at PPGCCC-UFBA, research
  and development officer at PaperCliQ and
  member of GITS. Editor of #MídiasSociais:
  Perspectivas, Tendências e Reflexões
  (#SocialMedia: Perspectives, Trends and
  Thoughts) and Mídias Sociais e Eleições
  2010 (Social Media and 2010 Elections).

  www.tarciziosilva.com.br/blog
  www.slideshare.net/tarushijio
  www.twitter.com/tarushijio
  www.papercliq.com.br
  www.gitsufba.net                        * Click to view this presentation in
                                             portuguese / Clique para ver a
                                                  versão em português dessa
                                                                apresentação




Brand Monitoring and Consumer Behavior
Consumption
“an active mode of relations ...
a systematic mode of activity
and a global response on
which our whole cultural
system is founded [...].
Consumption is a systematic
act of the manipulation of
signs.“ (Baudrillard, 1968)




Brand Monitoring and Consumer Behavior
Consumption and Social Aspects
- Consumption decisions are
ubiquitous




Brand Monitoring and Consumer Behavior
Consumption and Social Aspects
- Consumption choices
fulfill functions of social
identity




Brand Monitoring and Consumer Behavior
Consumption and Social Aspects
- Consumer behavior involve
emotional consequences




Brand Monitoring and Consumer Behavior
Consumption and Social Aspects
- The context of consumption
provides specific social
interactions




Brand Monitoring and Consumer Behavior
Consumption and Social Aspects
- Advertising helps shape norms
and values




Brand Monitoring and Consumer Behavior
Consumer Behavior
- Generations? X, Y, Z, alfa, beta?




Brand Monitoring and Consumer Behavior
Consumer Behavior
- Tribes?




Brand Monitoring and Consumer Behavior
Consumer Behavior
- Prosumers?

- Producer + consumer




Brand Monitoring and Consumer Behavior
Consumer Behavior
- There is not only half a dozen types of
consumers

- The consumers don’t want to be only
tribe members, generations or only a
number

- They want to be treated as individuals
and perform social actions like word of
mouth complaining and complimenting
about companies and products




Brand Monitoring and Consumer Behavior
Consumption and Trust




                                         Global Consumer Trust in Advertising
                                                  by Channel (Nielsen, 2009)


Brand Monitoring and Consumer Behavior
Consumption and Word of Mouth
           Emotional Benefits                    Functional Benefits
Receiver   - Decrease risk of new behavior       - More information about the
           - Increse confidence of choice        options
           - Increase likelihood of acceptance   - More reliable/credible information
           by a desired group or individual      - Less time spent on search
           - Decrease cognitive dissonance       - Enhanced relationship
Sender     - Feeling of power and prestige of    - Potencial reciprocity of exchange
           influencing others’ behavior          - Increased attention and status
           - Enhanced position within a group    - Increase in number of individuals
           - Decreased doubt about one’s own     with similar behaviors
           behavior                              - Increased cohesion within group
                                                 - Satisfaction of verbal expression
                                                             Blackwell, Miniard e Engel, 2005




Brand Monitoring and Consumer Behavior
Word of Mouth and Online Content




The acronyms are brazilian cities (FLO: Florianópolis; POA: Porto Alegre; GRJ: ; BHZ: Belo Horizonte); economic
classification (A/B/C/D/E); and age groups.



Brand Monitoring and Consumer Behavior
Consumption
Online opinions as souce to
optimize the 4 Ps of Marketing
                                     Product       Place




                                         Price   Promotion




Brand Monitoring and Consumer Behavior
Consumption
                                                    (a)


                                                          (b)
       Product




(a): A blog post recommeind cosmetic products.
(b): A video of a mal-functioning home appliance.




Brand Monitoring and Consumer Behavior
Consumption
                                                                              (a)



          Place



                                                                                    (b)




(a): A topic where a user talks about opening of a Burger King restaurant
and asks about fast food in other cities.
(b): A Twitter user ironically says “follow friday to my city”, complaining
because the city, Macaé, doesn’t have a beer delivery service and
compares the city with São Paulo, the biggest city in Brazil.


Brand Monitoring and Consumer Behavior
Consumption
                                                                     (a)



          Price

                                                                           (b)




(a): A review about Heineken (beer), comparing with the brazilian
beer Skol and complaining about the price of the Dutch beer.
(b): A tweet that compares the icecream of McDonald’s with a small
grocery store.



Brand Monitoring and Consumer Behavior
Consumption
                                                                                              (a)



      Promotion



                                                                                                    (b)




(a): Blog post about a guerrilla marketing action that didn’t worked because the population
feared the product (mysterious boxes) and called the police.
(b): A tweet that says “Did you ever notice that every car advertisement shows the car
running through empty streets? I don't care about the car, I want to know where are these
streets.”


Brand Monitoring and Consumer Behavior
Reputation and Brand
“Reputation is a perception      “The brand isn't what you
and feeling held by multiple     say it is. It's what they say it
stakeholders of the entity.” –   is.” - Marty Neumeier
Rosa Chun




Brand Monitoring and Consumer Behavior
What is monitoring?
“Monitoring can be understood as
a form of observation to
accumulate data aiming to
create predictions or history
and scenario building, i.e. as a
data tracking and evaluation
action.” – André Lemos




Brand Monitoring and Consumer Behavior
Monitoring

                   Monitoring: Brands and Conversations

                   In the last few years, agencies, consultants and software
                   developers began to offer brand and conversations
                   monitoring: collection of content that cites organizations and
                   / or themes relevant to them.




Brand Monitoring and Consumer Behavior
Brand and Conversations Monitoring
Brand and Conversations
Monitoring consists in collection,
storage, classification, categorization,
addition of information and analysis of
online public mentions to particular
term(s) previously defined and their
senders.




Brand Monitoring and Consumer Behavior
Monitoring Functions




Brand Monitoring and Consumer Behavior
Brand and Conversation Monitoring
Goals:
(a) Identify and evaluate reactions,
    sentiments and desires related
    to products, entities and
    campaigns;




Brand Monitoring and Consumer Behavior
Brand and Conversation Monitoring
Goals:
(b) better understand the target;




Brand Monitoring and Consumer Behavior
Brand and Conversation Monitoring
Goals:
(c) perform reactive and                         Strategic
                                                 Planning
    proactive actions to achieve
    the goals of the organization
    or person in an ethical and
    sustainable way.
                                    Monitoring
                                                                 Content
                                                                Production




                                                 Relationship




Brand Monitoring and Consumer Behavior
Functions of Monitoring and Analysis
> Response/ SAC
> Customer Relatioship
Management
> Reputation
> Measurement
> Feedback
> Innovation
> Research and Development
> Planning




Brand Monitoring and Consumer Behavior
Monitoring: Resources
- Collection and Storage
- Volume Measurement (Time)
- Word Frequency and Association
- Themes and Sender Type
Categories
- Correlation with Exogenous
Events
- Sentiment Attribution
- Indices and Comparisons




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Collection and Storage – Monitor
mentions in a particular social media
can be as easy as adding a url in a
feed reader or adding queries in a
search engine.

But only collection and storage is not
enough, so were developed
specialized software, with features
and addition and crossing data.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
 Volume Measurement (Time)
– Identify growths, decrease or
stability in amount of mentions,
organized in tables and / or
intuitive charts already allows us to
observe the conversations in a new
light.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Sentiment Attribution - also
called polarity, valence and
similar expressions, the
attribution of sentiment value is
the phase in which the
information collected could be
classed as simple scale of
negative, neutral and positive or
even more complex scales, with
more levels.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Sentiment Value Score
An example of scale is the
Sentiment Value Score, which can
be applied for comparisons over
time or with competitors.

                                         Mp =Positive Mentions

             [Mp + (Mn/2)] – Mr          Mn =Neutral Mentions
                                         Mr = Negative Mentions
                                         Mt = Total Mentions



                     Mt



Brand Monitoring and Consumer Behavior
Monitoring: Resources
Sentiment Value Score


  -1                                0                     0,5             +1




                  Brand A: - 0,14         Brand B: 0,10         Neutral
                                                                Score


                                        Brand C: 0,04




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Word Frequency,
Assoication and Clustering
The frequency of some words in
the collected data, the
association of words near of key
terms and the application of
techniques such as clustering
allows us to note how words
and concepts relate around the
search terms.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Themes and Sender Type
Categories
The addition of small pieces
of data in the mentions
usually through categories or
tags, helps to organize the      Theme 1
                                                 Theme 2          Theme 3
information according to the     Employees: 07
                                 Users: 04
                                                 Employees: 15
                                                 Users: 09
                                                                  Employees: 06
                                                                  Users: 0
                                 Press: 0
information demands of the       Corporate: 04
                                                 Press: 03
                                                 Corporate: 111
                                                                  Press: 0
                                                                  Corporate: 29

analyst.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Correlation with Exogenous
Events                                   2   1
Identify correlation with exogenous
events like campaigns, public
statements and actions of the client
or competitors may allow you to
analyze the impact of these events
in the online environment.




Brand Monitoring and Consumer Behavior
Monitoring: Resources
Identify Key Senders, Brand
Detractors and Advocates
By identifying manually or
automatically statements repeated
by the same user through a single
or several media, one can identify
three types of users that should be
examined closely in the analysis of
conversation around a brand.




Brand Monitoring and Consumer Behavior
Business Goals: Social Media




                                         Deloitte, 2010



Brand Monitoring and Consumer Behavior
Monitoring, Reputation and Industries: #fails
               CATEGORIES                          MENTIONS
Telecom Operators                          2.769 occurrences
Computers                                  1.745 occurrences
Mobile Phones                              956 occurrences
Supermarkets                               831 occurrences
Food                                       710 occurrences
Electronics                                644 occurrences
Internet Providers                         621 occurrences
Banks, insurance and credit card           518 occurrences
Cable TV                                   383 occurrences
Airlines                                   322 occurrences
Automotive                                 319 occurrences
Online Stores                              296 occurrences
Newspapers and Magazines                   202 occurrences
Cosmetics and Hygiene Products             144 occurrences
Furniture and Household Appliances Store   112 occurrences
Fashion and Clothing                       75 occurrences
Automotive Fuels                           11 occurrences
Tobacco                                    7 occurrences
Travels and Tourism                        5 occurrences       E.life, 2010



 Brand Monitoring and Consumer Behavior
Users’ Perceptions about Monitoring




Brand Monitoring and Consumer Behavior
Users’ Perceptions about Monitoring


                                         Disconfort levels that brazilian
                                         consumers have with:

                                         - Organizations using social
                                         network sites to advertise their
                                         products and services
                                         - Organizations using social
                                         network sites to analyze
                                         consumber behavior
                                         - Organizations using social
                                         network sites to communicate
                                         with consumers




Brand Monitoring and Consumer Behavior
Monitoring: limits
- 100% of internet users read content, but only
44% actively speak

- In Brazil, internet users represent about 1/3 of the
population

- Brand and Conversations Monitoring is essential
for several reasons, but it can’t be the only
marketing research method




Brand Monitoring and Consumer Behavior
References                                                  More
• Mídias Locativas e Vigilância: sujeito inseguro, bolhas
digitais, paredes virtuais e territórios informacionais –
André Lemos
• Monitoramento de Marcas e Conversações: alguns
pontos para discussão – Tarcízio Silva
• Monitoramento Online e Coleta de Dados para
Pesquisas Acadêmicas - PaperCliQ
• Personal Data in the Cloud – Fujitsu
• Social Psychology of Consumer Behavior – Michaela
Wänke (ed.)
• “Many-to-many”: o fenômeno das redes sociais no
Brasil – Ibope Mídia
• Estudo #Fail – E.life
• Mídias Sociais nas empresas: o relacionamento online
com o mercado – Deloitte
• A Influência da Comunicação Boca a Boca em
Seguidores Receptivos de Web Logs - Juliana Ramires

  Images: http://www.amazon.com/Tribes-We-Need-You-
Lead/dp/1591842336; http://quazen.com;
www.photoxpress.com; Watchmen.




Brand Monitoring and Consumer Behavior
Get in Touch:
    Tarcízio Silva
    www.tarciziosilva.com.br
    www.slideshare.net/tarushijio
    www.linkedin.com/in/tarciziosilva
    www.twitter.com/tarushijio
    eu@tarciziosilva.com.br




Brand Monitoring and Consumer Behavior

Mais conteúdo relacionado

Destaque

Monitoring Consumer-Generated Media (CGM) for Market Intelligence
Monitoring Consumer-Generated Media (CGM) for Market IntelligenceMonitoring Consumer-Generated Media (CGM) for Market Intelligence
Monitoring Consumer-Generated Media (CGM) for Market IntelligenceWilliam (Bill) Comcowich
 
QR Codes: Transforming Consumer-Brand Interactions
QR Codes: Transforming Consumer-Brand InteractionsQR Codes: Transforming Consumer-Brand Interactions
QR Codes: Transforming Consumer-Brand InteractionsCustomer Centria
 
QR Codes - Transforming the Retail Experience
QR Codes - Transforming the Retail ExperienceQR Codes - Transforming the Retail Experience
QR Codes - Transforming the Retail Experiencefinndigital
 
Brand positioning awareness , attitude and feelings
Brand positioning awareness , attitude and feelingsBrand positioning awareness , attitude and feelings
Brand positioning awareness , attitude and feelingsmonisha pattnaik
 
QR Codes for B2B Marketing
QR Codes for B2B MarketingQR Codes for B2B Marketing
QR Codes for B2B MarketingScott Chapin
 
Connected Home- HomeBrain Internet of Things project
Connected Home- HomeBrain   Internet of Things projectConnected Home- HomeBrain   Internet of Things project
Connected Home- HomeBrain Internet of Things projectAbhijay Sisodia
 
A presentation on celebrity branding
A presentation on celebrity brandingA presentation on celebrity branding
A presentation on celebrity brandingDebajit Ghosh
 
Business research Synopsis: Impact of brand awareness on consumers attitude t...
Business research Synopsis: Impact of brand awareness on consumers attitude t...Business research Synopsis: Impact of brand awareness on consumers attitude t...
Business research Synopsis: Impact of brand awareness on consumers attitude t...sshihabm
 
Fast Food Fables macd, kfc, n dominos
Fast Food Fables macd, kfc, n dominosFast Food Fables macd, kfc, n dominos
Fast Food Fables macd, kfc, n dominosSubhash Singh
 
Omni channel strategy and gs1 smart search
Omni channel strategy and gs1 smart searchOmni channel strategy and gs1 smart search
Omni channel strategy and gs1 smart searchGS1 Hong Kong
 
Consumers rights
Consumers rightsConsumers rights
Consumers rightsAna Helena
 
Basic Copywriting Skills
Basic Copywriting SkillsBasic Copywriting Skills
Basic Copywriting SkillsIntelligentInk
 
Consumers, rights and responsibilites ppt
Consumers, rights and responsibilites pptConsumers, rights and responsibilites ppt
Consumers, rights and responsibilites pptSuaj
 
The Copywriter’s Handbook
The Copywriter’s HandbookThe Copywriter’s Handbook
The Copywriter’s HandbookColin Post
 

Destaque (19)

Monitoring Consumer-Generated Media (CGM) for Market Intelligence
Monitoring Consumer-Generated Media (CGM) for Market IntelligenceMonitoring Consumer-Generated Media (CGM) for Market Intelligence
Monitoring Consumer-Generated Media (CGM) for Market Intelligence
 
QR Codes: Transforming Consumer-Brand Interactions
QR Codes: Transforming Consumer-Brand InteractionsQR Codes: Transforming Consumer-Brand Interactions
QR Codes: Transforming Consumer-Brand Interactions
 
QR Codes - Transforming the Retail Experience
QR Codes - Transforming the Retail ExperienceQR Codes - Transforming the Retail Experience
QR Codes - Transforming the Retail Experience
 
What is Brand Monitoring?
What is Brand Monitoring?What is Brand Monitoring?
What is Brand Monitoring?
 
Brand positioning awareness , attitude and feelings
Brand positioning awareness , attitude and feelingsBrand positioning awareness , attitude and feelings
Brand positioning awareness , attitude and feelings
 
QR Codes for B2B Marketing
QR Codes for B2B MarketingQR Codes for B2B Marketing
QR Codes for B2B Marketing
 
Brand equity
Brand equityBrand equity
Brand equity
 
Connected Home- HomeBrain Internet of Things project
Connected Home- HomeBrain   Internet of Things projectConnected Home- HomeBrain   Internet of Things project
Connected Home- HomeBrain Internet of Things project
 
A presentation on celebrity branding
A presentation on celebrity brandingA presentation on celebrity branding
A presentation on celebrity branding
 
Business research Synopsis: Impact of brand awareness on consumers attitude t...
Business research Synopsis: Impact of brand awareness on consumers attitude t...Business research Synopsis: Impact of brand awareness on consumers attitude t...
Business research Synopsis: Impact of brand awareness on consumers attitude t...
 
Fast Food Fables macd, kfc, n dominos
Fast Food Fables macd, kfc, n dominosFast Food Fables macd, kfc, n dominos
Fast Food Fables macd, kfc, n dominos
 
Omni channel strategy and gs1 smart search
Omni channel strategy and gs1 smart searchOmni channel strategy and gs1 smart search
Omni channel strategy and gs1 smart search
 
Consumer Rights
Consumer RightsConsumer Rights
Consumer Rights
 
Consumers rights
Consumers rightsConsumers rights
Consumers rights
 
Basic Copywriting Skills
Basic Copywriting SkillsBasic Copywriting Skills
Basic Copywriting Skills
 
Brand loyalty
Brand loyaltyBrand loyalty
Brand loyalty
 
Consumer rights
Consumer rightsConsumer rights
Consumer rights
 
Consumers, rights and responsibilites ppt
Consumers, rights and responsibilites pptConsumers, rights and responsibilites ppt
Consumers, rights and responsibilites ppt
 
The Copywriter’s Handbook
The Copywriter’s HandbookThe Copywriter’s Handbook
The Copywriter’s Handbook
 

Mais de Tarcízio Silva

Ignorância Branca e o Racismo Algorítmico
Ignorância Branca e o Racismo AlgorítmicoIgnorância Branca e o Racismo Algorítmico
Ignorância Branca e o Racismo AlgorítmicoTarcízio Silva
 
Humanidades Digitais Negras
Humanidades Digitais NegrasHumanidades Digitais Negras
Humanidades Digitais NegrasTarcízio Silva
 
Racismo algorítmico: pontos essenciais para as empresas
Racismo algorítmico: pontos essenciais para as empresasRacismo algorítmico: pontos essenciais para as empresas
Racismo algorítmico: pontos essenciais para as empresasTarcízio Silva
 
Abrindo as caixas-pretas: reações à (des)inteligência artificial
Abrindo as caixas-pretas: reações à (des)inteligência artificialAbrindo as caixas-pretas: reações à (des)inteligência artificial
Abrindo as caixas-pretas: reações à (des)inteligência artificialTarcízio Silva
 
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...Tarcízio Silva
 
Visão Computacional e Vieses Racializados
Visão Computacional e Vieses RacializadosVisão Computacional e Vieses Racializados
Visão Computacional e Vieses RacializadosTarcízio Silva
 
Interrogando plataformas e algoritmos digitais
Interrogando plataformas e algoritmos digitaisInterrogando plataformas e algoritmos digitais
Interrogando plataformas e algoritmos digitaisTarcízio Silva
 
Análise de Redes em Mídias Sociais: Começando sem Erros #codabr
Análise de Redes em Mídias Sociais: Começando sem Erros #codabrAnálise de Redes em Mídias Sociais: Começando sem Erros #codabr
Análise de Redes em Mídias Sociais: Começando sem Erros #codabrTarcízio Silva
 
Georges Perec e o Monitoramento de Midias sociais
Georges Perec e o Monitoramento de Midias sociaisGeorges Perec e o Monitoramento de Midias sociais
Georges Perec e o Monitoramento de Midias sociaisTarcízio Silva
 
Coleta de Dados em Midias Sociais para Pesquisa Acadêmica
Coleta de Dados em Midias Sociais para Pesquisa AcadêmicaColeta de Dados em Midias Sociais para Pesquisa Acadêmica
Coleta de Dados em Midias Sociais para Pesquisa AcadêmicaTarcízio Silva
 
Jig 2016 A Revolução Será Monitorada?
Jig 2016 A Revolução Será Monitorada?Jig 2016 A Revolução Será Monitorada?
Jig 2016 A Revolução Será Monitorada?Tarcízio Silva
 
Atuando em monitoramento de midias sociais secomunica
Atuando em monitoramento de midias sociais secomunicaAtuando em monitoramento de midias sociais secomunica
Atuando em monitoramento de midias sociais secomunicaTarcízio Silva
 
Linguística de Corpus x Monitoramento de Mídias Sociais
Linguística de Corpus x Monitoramento de Mídias SociaisLinguística de Corpus x Monitoramento de Mídias Sociais
Linguística de Corpus x Monitoramento de Mídias SociaisTarcízio Silva
 
Introdução a Análise de Redes para Mídias Sociais
Introdução a Análise de Redes para Mídias SociaisIntrodução a Análise de Redes para Mídias Sociais
Introdução a Análise de Redes para Mídias SociaisTarcízio Silva
 
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03Tarcízio Silva
 
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02Tarcízio Silva
 
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01Tarcízio Silva
 
Análise de Redes em Mídias Sociais
Análise de Redes em Mídias SociaisAnálise de Redes em Mídias Sociais
Análise de Redes em Mídias SociaisTarcízio Silva
 
10 metricas para monitoramento de midias sociais
10 metricas para monitoramento de midias sociais10 metricas para monitoramento de midias sociais
10 metricas para monitoramento de midias sociaisTarcízio Silva
 
Public Segmentation with social media
Public Segmentation with social mediaPublic Segmentation with social media
Public Segmentation with social mediaTarcízio Silva
 

Mais de Tarcízio Silva (20)

Ignorância Branca e o Racismo Algorítmico
Ignorância Branca e o Racismo AlgorítmicoIgnorância Branca e o Racismo Algorítmico
Ignorância Branca e o Racismo Algorítmico
 
Humanidades Digitais Negras
Humanidades Digitais NegrasHumanidades Digitais Negras
Humanidades Digitais Negras
 
Racismo algorítmico: pontos essenciais para as empresas
Racismo algorítmico: pontos essenciais para as empresasRacismo algorítmico: pontos essenciais para as empresas
Racismo algorítmico: pontos essenciais para as empresas
 
Abrindo as caixas-pretas: reações à (des)inteligência artificial
Abrindo as caixas-pretas: reações à (des)inteligência artificialAbrindo as caixas-pretas: reações à (des)inteligência artificial
Abrindo as caixas-pretas: reações à (des)inteligência artificial
 
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...
Racismo Algorítmico em Plataformas Digitais: microagressões e discriminação e...
 
Visão Computacional e Vieses Racializados
Visão Computacional e Vieses RacializadosVisão Computacional e Vieses Racializados
Visão Computacional e Vieses Racializados
 
Interrogando plataformas e algoritmos digitais
Interrogando plataformas e algoritmos digitaisInterrogando plataformas e algoritmos digitais
Interrogando plataformas e algoritmos digitais
 
Análise de Redes em Mídias Sociais: Começando sem Erros #codabr
Análise de Redes em Mídias Sociais: Começando sem Erros #codabrAnálise de Redes em Mídias Sociais: Começando sem Erros #codabr
Análise de Redes em Mídias Sociais: Começando sem Erros #codabr
 
Georges Perec e o Monitoramento de Midias sociais
Georges Perec e o Monitoramento de Midias sociaisGeorges Perec e o Monitoramento de Midias sociais
Georges Perec e o Monitoramento de Midias sociais
 
Coleta de Dados em Midias Sociais para Pesquisa Acadêmica
Coleta de Dados em Midias Sociais para Pesquisa AcadêmicaColeta de Dados em Midias Sociais para Pesquisa Acadêmica
Coleta de Dados em Midias Sociais para Pesquisa Acadêmica
 
Jig 2016 A Revolução Será Monitorada?
Jig 2016 A Revolução Será Monitorada?Jig 2016 A Revolução Será Monitorada?
Jig 2016 A Revolução Será Monitorada?
 
Atuando em monitoramento de midias sociais secomunica
Atuando em monitoramento de midias sociais secomunicaAtuando em monitoramento de midias sociais secomunica
Atuando em monitoramento de midias sociais secomunica
 
Linguística de Corpus x Monitoramento de Mídias Sociais
Linguística de Corpus x Monitoramento de Mídias SociaisLinguística de Corpus x Monitoramento de Mídias Sociais
Linguística de Corpus x Monitoramento de Mídias Sociais
 
Introdução a Análise de Redes para Mídias Sociais
Introdução a Análise de Redes para Mídias SociaisIntrodução a Análise de Redes para Mídias Sociais
Introdução a Análise de Redes para Mídias Sociais
 
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03
Monitoramento de Mídias Sociais - Cásper Líbero - 07/2015 - parte 03
 
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 02
 
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01
Monitoramento de Midias Sociais - Casper Libero - 07/2015 - parte 01
 
Análise de Redes em Mídias Sociais
Análise de Redes em Mídias SociaisAnálise de Redes em Mídias Sociais
Análise de Redes em Mídias Sociais
 
10 metricas para monitoramento de midias sociais
10 metricas para monitoramento de midias sociais10 metricas para monitoramento de midias sociais
10 metricas para monitoramento de midias sociais
 
Public Segmentation with social media
Public Segmentation with social mediaPublic Segmentation with social media
Public Segmentation with social media
 

Último

The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demoHarshalMandlekar2
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Scott Andery
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfIngrid Airi González
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
A Framework for Development in the AI Age
A Framework for Development in the AI AgeA Framework for Development in the AI Age
A Framework for Development in the AI AgeCprime
 

Último (20)

The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demo
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdf
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
A Framework for Development in the AI Age
A Framework for Development in the AI AgeA Framework for Development in the AI Age
A Framework for Development in the AI Age
 

Brand Monitoring and Consumer Behavior

  • 1. Brand Monitoring and Consumer Behavior Brand Monitoring and Consumer Behavior
  • 2. Tarcízio Silva Tarcízio Silva is a brazilian consultant, master student at PPGCCC-UFBA, research and development officer at PaperCliQ and member of GITS. Editor of #MídiasSociais: Perspectivas, Tendências e Reflexões (#SocialMedia: Perspectives, Trends and Thoughts) and Mídias Sociais e Eleições 2010 (Social Media and 2010 Elections). www.tarciziosilva.com.br/blog www.slideshare.net/tarushijio www.twitter.com/tarushijio www.papercliq.com.br www.gitsufba.net * Click to view this presentation in portuguese / Clique para ver a versão em português dessa apresentação Brand Monitoring and Consumer Behavior
  • 3. Consumption “an active mode of relations ... a systematic mode of activity and a global response on which our whole cultural system is founded [...]. Consumption is a systematic act of the manipulation of signs.“ (Baudrillard, 1968) Brand Monitoring and Consumer Behavior
  • 4. Consumption and Social Aspects - Consumption decisions are ubiquitous Brand Monitoring and Consumer Behavior
  • 5. Consumption and Social Aspects - Consumption choices fulfill functions of social identity Brand Monitoring and Consumer Behavior
  • 6. Consumption and Social Aspects - Consumer behavior involve emotional consequences Brand Monitoring and Consumer Behavior
  • 7. Consumption and Social Aspects - The context of consumption provides specific social interactions Brand Monitoring and Consumer Behavior
  • 8. Consumption and Social Aspects - Advertising helps shape norms and values Brand Monitoring and Consumer Behavior
  • 9. Consumer Behavior - Generations? X, Y, Z, alfa, beta? Brand Monitoring and Consumer Behavior
  • 10. Consumer Behavior - Tribes? Brand Monitoring and Consumer Behavior
  • 11. Consumer Behavior - Prosumers? - Producer + consumer Brand Monitoring and Consumer Behavior
  • 12. Consumer Behavior - There is not only half a dozen types of consumers - The consumers don’t want to be only tribe members, generations or only a number - They want to be treated as individuals and perform social actions like word of mouth complaining and complimenting about companies and products Brand Monitoring and Consumer Behavior
  • 13. Consumption and Trust Global Consumer Trust in Advertising by Channel (Nielsen, 2009) Brand Monitoring and Consumer Behavior
  • 14. Consumption and Word of Mouth Emotional Benefits Functional Benefits Receiver - Decrease risk of new behavior - More information about the - Increse confidence of choice options - Increase likelihood of acceptance - More reliable/credible information by a desired group or individual - Less time spent on search - Decrease cognitive dissonance - Enhanced relationship Sender - Feeling of power and prestige of - Potencial reciprocity of exchange influencing others’ behavior - Increased attention and status - Enhanced position within a group - Increase in number of individuals - Decreased doubt about one’s own with similar behaviors behavior - Increased cohesion within group - Satisfaction of verbal expression Blackwell, Miniard e Engel, 2005 Brand Monitoring and Consumer Behavior
  • 15. Word of Mouth and Online Content The acronyms are brazilian cities (FLO: Florianópolis; POA: Porto Alegre; GRJ: ; BHZ: Belo Horizonte); economic classification (A/B/C/D/E); and age groups. Brand Monitoring and Consumer Behavior
  • 16. Consumption Online opinions as souce to optimize the 4 Ps of Marketing Product Place Price Promotion Brand Monitoring and Consumer Behavior
  • 17. Consumption (a) (b) Product (a): A blog post recommeind cosmetic products. (b): A video of a mal-functioning home appliance. Brand Monitoring and Consumer Behavior
  • 18. Consumption (a) Place (b) (a): A topic where a user talks about opening of a Burger King restaurant and asks about fast food in other cities. (b): A Twitter user ironically says “follow friday to my city”, complaining because the city, Macaé, doesn’t have a beer delivery service and compares the city with São Paulo, the biggest city in Brazil. Brand Monitoring and Consumer Behavior
  • 19. Consumption (a) Price (b) (a): A review about Heineken (beer), comparing with the brazilian beer Skol and complaining about the price of the Dutch beer. (b): A tweet that compares the icecream of McDonald’s with a small grocery store. Brand Monitoring and Consumer Behavior
  • 20. Consumption (a) Promotion (b) (a): Blog post about a guerrilla marketing action that didn’t worked because the population feared the product (mysterious boxes) and called the police. (b): A tweet that says “Did you ever notice that every car advertisement shows the car running through empty streets? I don't care about the car, I want to know where are these streets.” Brand Monitoring and Consumer Behavior
  • 21. Reputation and Brand “Reputation is a perception “The brand isn't what you and feeling held by multiple say it is. It's what they say it stakeholders of the entity.” – is.” - Marty Neumeier Rosa Chun Brand Monitoring and Consumer Behavior
  • 22. What is monitoring? “Monitoring can be understood as a form of observation to accumulate data aiming to create predictions or history and scenario building, i.e. as a data tracking and evaluation action.” – André Lemos Brand Monitoring and Consumer Behavior
  • 23. Monitoring Monitoring: Brands and Conversations In the last few years, agencies, consultants and software developers began to offer brand and conversations monitoring: collection of content that cites organizations and / or themes relevant to them. Brand Monitoring and Consumer Behavior
  • 24. Brand and Conversations Monitoring Brand and Conversations Monitoring consists in collection, storage, classification, categorization, addition of information and analysis of online public mentions to particular term(s) previously defined and their senders. Brand Monitoring and Consumer Behavior
  • 25. Monitoring Functions Brand Monitoring and Consumer Behavior
  • 26. Brand and Conversation Monitoring Goals: (a) Identify and evaluate reactions, sentiments and desires related to products, entities and campaigns; Brand Monitoring and Consumer Behavior
  • 27. Brand and Conversation Monitoring Goals: (b) better understand the target; Brand Monitoring and Consumer Behavior
  • 28. Brand and Conversation Monitoring Goals: (c) perform reactive and Strategic Planning proactive actions to achieve the goals of the organization or person in an ethical and sustainable way. Monitoring Content Production Relationship Brand Monitoring and Consumer Behavior
  • 29. Functions of Monitoring and Analysis > Response/ SAC > Customer Relatioship Management > Reputation > Measurement > Feedback > Innovation > Research and Development > Planning Brand Monitoring and Consumer Behavior
  • 30. Monitoring: Resources - Collection and Storage - Volume Measurement (Time) - Word Frequency and Association - Themes and Sender Type Categories - Correlation with Exogenous Events - Sentiment Attribution - Indices and Comparisons Brand Monitoring and Consumer Behavior
  • 31. Monitoring: Resources Collection and Storage – Monitor mentions in a particular social media can be as easy as adding a url in a feed reader or adding queries in a search engine. But only collection and storage is not enough, so were developed specialized software, with features and addition and crossing data. Brand Monitoring and Consumer Behavior
  • 32. Monitoring: Resources Volume Measurement (Time) – Identify growths, decrease or stability in amount of mentions, organized in tables and / or intuitive charts already allows us to observe the conversations in a new light. Brand Monitoring and Consumer Behavior
  • 33. Monitoring: Resources Sentiment Attribution - also called polarity, valence and similar expressions, the attribution of sentiment value is the phase in which the information collected could be classed as simple scale of negative, neutral and positive or even more complex scales, with more levels. Brand Monitoring and Consumer Behavior
  • 34. Monitoring: Resources Sentiment Value Score An example of scale is the Sentiment Value Score, which can be applied for comparisons over time or with competitors. Mp =Positive Mentions [Mp + (Mn/2)] – Mr Mn =Neutral Mentions Mr = Negative Mentions Mt = Total Mentions Mt Brand Monitoring and Consumer Behavior
  • 35. Monitoring: Resources Sentiment Value Score -1 0 0,5 +1 Brand A: - 0,14 Brand B: 0,10 Neutral Score Brand C: 0,04 Brand Monitoring and Consumer Behavior
  • 36. Monitoring: Resources Word Frequency, Assoication and Clustering The frequency of some words in the collected data, the association of words near of key terms and the application of techniques such as clustering allows us to note how words and concepts relate around the search terms. Brand Monitoring and Consumer Behavior
  • 37. Monitoring: Resources Themes and Sender Type Categories The addition of small pieces of data in the mentions usually through categories or tags, helps to organize the Theme 1 Theme 2 Theme 3 information according to the Employees: 07 Users: 04 Employees: 15 Users: 09 Employees: 06 Users: 0 Press: 0 information demands of the Corporate: 04 Press: 03 Corporate: 111 Press: 0 Corporate: 29 analyst. Brand Monitoring and Consumer Behavior
  • 38. Monitoring: Resources Correlation with Exogenous Events 2 1 Identify correlation with exogenous events like campaigns, public statements and actions of the client or competitors may allow you to analyze the impact of these events in the online environment. Brand Monitoring and Consumer Behavior
  • 39. Monitoring: Resources Identify Key Senders, Brand Detractors and Advocates By identifying manually or automatically statements repeated by the same user through a single or several media, one can identify three types of users that should be examined closely in the analysis of conversation around a brand. Brand Monitoring and Consumer Behavior
  • 40. Business Goals: Social Media Deloitte, 2010 Brand Monitoring and Consumer Behavior
  • 41. Monitoring, Reputation and Industries: #fails CATEGORIES MENTIONS Telecom Operators 2.769 occurrences Computers 1.745 occurrences Mobile Phones 956 occurrences Supermarkets 831 occurrences Food 710 occurrences Electronics 644 occurrences Internet Providers 621 occurrences Banks, insurance and credit card 518 occurrences Cable TV 383 occurrences Airlines 322 occurrences Automotive 319 occurrences Online Stores 296 occurrences Newspapers and Magazines 202 occurrences Cosmetics and Hygiene Products 144 occurrences Furniture and Household Appliances Store 112 occurrences Fashion and Clothing 75 occurrences Automotive Fuels 11 occurrences Tobacco 7 occurrences Travels and Tourism 5 occurrences E.life, 2010 Brand Monitoring and Consumer Behavior
  • 42. Users’ Perceptions about Monitoring Brand Monitoring and Consumer Behavior
  • 43. Users’ Perceptions about Monitoring Disconfort levels that brazilian consumers have with: - Organizations using social network sites to advertise their products and services - Organizations using social network sites to analyze consumber behavior - Organizations using social network sites to communicate with consumers Brand Monitoring and Consumer Behavior
  • 44. Monitoring: limits - 100% of internet users read content, but only 44% actively speak - In Brazil, internet users represent about 1/3 of the population - Brand and Conversations Monitoring is essential for several reasons, but it can’t be the only marketing research method Brand Monitoring and Consumer Behavior
  • 45. References More • Mídias Locativas e Vigilância: sujeito inseguro, bolhas digitais, paredes virtuais e territórios informacionais – André Lemos • Monitoramento de Marcas e Conversações: alguns pontos para discussão – Tarcízio Silva • Monitoramento Online e Coleta de Dados para Pesquisas Acadêmicas - PaperCliQ • Personal Data in the Cloud – Fujitsu • Social Psychology of Consumer Behavior – Michaela Wänke (ed.) • “Many-to-many”: o fenômeno das redes sociais no Brasil – Ibope Mídia • Estudo #Fail – E.life • Mídias Sociais nas empresas: o relacionamento online com o mercado – Deloitte • A Influência da Comunicação Boca a Boca em Seguidores Receptivos de Web Logs - Juliana Ramires Images: http://www.amazon.com/Tribes-We-Need-You- Lead/dp/1591842336; http://quazen.com; www.photoxpress.com; Watchmen. Brand Monitoring and Consumer Behavior
  • 46. Get in Touch: Tarcízio Silva www.tarciziosilva.com.br www.slideshare.net/tarushijio www.linkedin.com/in/tarciziosilva www.twitter.com/tarushijio eu@tarciziosilva.com.br Brand Monitoring and Consumer Behavior