SlideShare uma empresa Scribd logo
1 de 22
Baixar para ler offline
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
NewMR	2018	Sponsors	
Pla>num	
Gold	
Silver	
Communica>on
"IN TODAY’S WORLD, EVERY COMPANY IS AT
RISK OF HAVING A “KODAK MOMENT”—
WATCHING ITS INDUSTRY AND THE COMPETITIVE
ADVANTAGES IT HAS DEVELOPED OVER YEARS,
EVEN DECADES, VANISH OVERNIGHT.”
David Butler
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
KNOWING	WHAT	IS	CHANGING	
&	WHAT	IS	NOT
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
THISISNOTJUSTA“LOOK”CHANGE
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
ITSAPARADIGMSHIFT
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
5	THINGS	I	HAVE	
LEARNED	WHILE	
WORKING	WITH	AI	
AND	ML
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
DATACREATIONISNOLONGERTHENEED
ITONCEWAS
What	has	changed	
1
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
COMPANIESWOULDNOLONGERSPENDRESEARCH$$TO
PAYRESEARCHCOMPANIESFOR DATACREATION
WHAT	IF		
USAGE	AND	ATTITUDE	 BRAND	TRACKING	 PRICING	 HOME	USE	
TESTS	
AD	
AWARENESS	 ETC
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
DATA	
DATAISNOLONGERBIG…2
RESEARCHER’S(NEW)ROLE
We are experts at this
From creating data to ensuring its rigor
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
ITSTARTSWITH(THERIGHT)
QUESTION
3
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
WEKNOWHOWTOIDENTIFYTHEREAL
ISSUESANDQUESTIONS
Our	role
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
SOCIALLISTENINGISMOREPOWERFULWHEN
WETELLITWHATTOLISTENFOR
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
RESEARCHER’S(NEW)ROLE
From	designing	ques>onnaires	to	designing	algorithm	guidelines
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
MACHINES CAN AUTOMATE
AND PROVIDE SPEED
4
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
MACHINESDON’THAVEBIAS
(ANDARESTILLLEARNINGTHENUANCESOFLANGUAGE)
5
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
The	skills	we	have	become	
indispensable
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
MY EXPERIENCE:
THE AUTOMATION OF SEMIOTICS
COLLECTING INFORMATION
TIMELINE EXPEDITED
FINDING PATTERNS
BIASES ELIMINATED
INTERPRETING THE OUTPUTS
MORE TIME FOR INSIGHTS
MACHINE
HUMANHUMAN
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
THE	SECRET	OF	CHANGE	IS	TO	
FOCUS	ALL	OF	YOUR	ENERGY	NOT	
ON	FIGHTING	THE	OLD	BUT	ON	
BUILDING	THE	NEW		
Socrates	
STAYING AHEAD OF THE CURVE
THERE IS NO GOING BACK
THANK
YOU
HEART-DATA
VANESSA@HEART-DATA.COM
Why	Big	Data,	AI	and	ML	is	the	friend	of	MR	not	the	enemy		
Vanessa	Oshima,	Heart	Data	
The Future of
Data Collection
	
	
Q	&	A	
Vanessa	Oshima	
Heart	Data	
Sue	York	
NewMR

Mais conteúdo relacionado

Mais procurados

Big Data in the small and medium enterprise, Funnelback UK
Big Data in the small and medium enterprise, Funnelback UKBig Data in the small and medium enterprise, Funnelback UK
Big Data in the small and medium enterprise, Funnelback UK
Internet World
 

Mais procurados (11)

Il ruolo dei dati nella trasformazione digitale - SAS italy
Il ruolo dei dati nella trasformazione digitale - SAS italyIl ruolo dei dati nella trasformazione digitale - SAS italy
Il ruolo dei dati nella trasformazione digitale - SAS italy
 
Ocient Preso
Ocient PresoOcient Preso
Ocient Preso
 
Data science accelerator eng
Data science accelerator   engData science accelerator   eng
Data science accelerator eng
 
Why CxOs care about Data Governance; the roadblock to digital mastery
Why CxOs care about Data Governance; the roadblock to digital masteryWhy CxOs care about Data Governance; the roadblock to digital mastery
Why CxOs care about Data Governance; the roadblock to digital mastery
 
Digital Mines ver 2.0 | 7 lessons on automation i learnt leading digital in...
Digital Mines ver 2.0  |  7 lessons on automation i learnt leading digital in...Digital Mines ver 2.0  |  7 lessons on automation i learnt leading digital in...
Digital Mines ver 2.0 | 7 lessons on automation i learnt leading digital in...
 
Talend mike hirt
Talend mike hirtTalend mike hirt
Talend mike hirt
 
Anchormen corne versloot
Anchormen corne verslootAnchormen corne versloot
Anchormen corne versloot
 
The truth is out there
The truth is out thereThe truth is out there
The truth is out there
 
Big Data in the small and medium enterprise, Funnelback UK
Big Data in the small and medium enterprise, Funnelback UKBig Data in the small and medium enterprise, Funnelback UK
Big Data in the small and medium enterprise, Funnelback UK
 
Marketing per i newborns: come Analytics e IoT aiutano le aziende a targetizz...
Marketing per i newborns: come Analytics e IoT aiutano le aziende a targetizz...Marketing per i newborns: come Analytics e IoT aiutano le aziende a targetizz...
Marketing per i newborns: come Analytics e IoT aiutano le aziende a targetizz...
 
Big Data – From Strategy to Production
Big Data – From Strategy to ProductionBig Data – From Strategy to Production
Big Data – From Strategy to Production
 

Mais de Ray Poynter

Mais de Ray Poynter (20)

The State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsThe State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and Findings
 
ResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis tool
 
AI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaAI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from Yasna
 
Artificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarArtificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So Far
 
State of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRState of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMR
 
Sudden Death of Beliefs
Sudden Death of BeliefsSudden Death of Beliefs
Sudden Death of Beliefs
 
Uncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesUncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden Narratives
 
Narrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzNarrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at Mondelēz
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The State of Insights – September 2023
The State of Insights – September 2023The State of Insights – September 2023
The State of Insights – September 2023
 
Research Thinking in the age of AI
Research Thinking in the age of AIResearch Thinking in the age of AI
Research Thinking in the age of AI
 
How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?
 
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
 
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
 
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysUsing Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
 
Exploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTExploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPT
 
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysUsing Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
 
How AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthHow AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business Growth
 
Tech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchTech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer research
 

Último

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Último (20)

Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structure
 
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptxExploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Basic Intentional Injuries Health Education
Basic Intentional Injuries Health EducationBasic Intentional Injuries Health Education
Basic Intentional Injuries Health Education
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 

Why Big Data, AI and ML is the friend of MR not the enemy