This is the full slidedeck of our Best of Galvanize Smartees Webinar, with some inspiring presentations of our latest InSites Conference. This Webinar was hosted on Tuesday 25 October 2016 by Katia Pallini (Content Impact Manager at InSites Consulting)
5. GALVANIZE 2016
GALVANIZE
To cause (people) to become so excited or concerned about an
issue or idea that they want to do something about it
To cover with a layer of zinc to
prevent it from rusting
6. GALVANIZE 2016
ENTER THE EXPERIENCE ECONOMY
Increasing memory and empathy to drive research
impact by Thomas Troch, Business Director.
CONFESSIONS OF AN ADDICT
The Amazon effect: how consumers become
addicted to brands by Filip De Boeck, Managing
Partner.
IMPLICIT INNOVATION
The role of implicit measurement in predicting
consumer activation by Niclas Heider, Senior
Research Consultant.
WITH A BANG
How Cillit Bang tackled the challenge of engaging
their employees with insights by Jilke Ramon,
Customer Success Coach.
REPORT IN CONSUMER CONSULTING BOARDS
How to predict consumer disengagement in online
conversations by Steven Debaere, Data Scientist.
MEET GALVIN
Next generation of consumer observations and
insights sharing by Tom De Ruyck, Managing
Partner and Insight Activation Studio Ambassador.
OUR WEBINAR
PROGRAM
30. “They should hire you in Seattle, I rarely heard
someone speaking with so much passion about
Amazon”
Tim Allen, Executive Creative Director, Product Experience Amazon
50. “I’ve made billions of dollars of failures at Amazon.com…None of those
things are fun. But they also don’t matter.” – JB
“Companies that are making bets all along, even big bets — but not bet-
the-company bets — prevail. I don’t believe in bet-the-company bets.
That’s when you’re desperate. That’s the last thing you can do” – JB
63. GALVANIZE Ibiza 2016 Implicit Innovations
What is your favorite ice cream flavor?
64. GALVANIZE Ibiza 2016 Implicit Innovations
Implicit measures
What
Measurement techniques that prevent you from
deliberately thinking before answering
Why
To measure your automatic reactions and deduce
your attitudes, beliefs, or behavioral intentions
66. GALVANIZE Ibiza 2016
I’m watching a Webinar
I’m in a swimming pool
This webinar is awesome
Implicit Innovations
67. GALVANIZE Ibiza 2016
I will talk to my friends about the ad
I will not post this ad on Facebook
Implicit Innovations
Promoting intention after advertisement
68. GALVANIZE Ibiza 2016 Implicit Innovations
Please respond to the statements you see in line with wanting to
promote the product. Press L for TRUE and S for FALSE
I will talk to my friends
about the ad
I will not post this ad on
Facebook
69. GALVANIZE Ibiza 2016 Implicit Innovations
Please respond to the statements you see in line with not wanting to
promote the product. Press L for TRUE and S for FALSE
I will talk to my friends
about the ad
I will not post this ad on
Facebook
70. GALVANIZE Ibiza 2016 Implicit Innovations
talk to friends
share ad on social media
share ad via email
visit product website
NOT LIKELY LIKELY
PROMOTING INTENTION
77. GALVANIZE Ibiza 2016 WITH A BANG
INSIGHT ACTIVATION studio
HEARTS MINDS ACTIONS
Create empathy
&
bring research closer to
home
Apply insights
&
create a
consumer-centered
mindset
Identify ideas or actions
&
make a bigger change
together
78. GALVANIZE Ibiza 2016 WITH A BANG
FROM RESEARCH TO TILES
WE STARTED WITH
290
SLIDES
3
WALLS
16
INSIGHT TILES
3
QUIZES
TRANSLATED INTO
#SPOTLESSROOMS
#WITHABANG
#SHOPPERJOURNEY
How do consumers clean
and create #SpotlessRooms?
What are the strengths and
weaknesses or Cillit Bang?
What is impacting the consumer’s
decision journey for cleaning
products?
79. OUR LEARNING FORMULA
GALVANIZE Ibiza 2016 WITH A BANG
x
Insight Example
xAha!
Tiny task
=
Insight or key take-
away.
Most people don’t
enjoy actual cleaning.
Associations with this
activity are generally
negative or neutral.
It’s the result that
brings people joy.
Consumer quote or brand
example to illustrate
Case from Method: How
can you link positive
associations to cleaning?
Fear no mess campaign.
Focus on joy of getting
dirty.
Poll/Question/Task to create
recognition/understanding.
Q: Getting dirty or cleaning,
which activity gives you the
most pleasure?
81. In every job
that must be done,
there is an element of fun.
You find the fun and – SNAP –
the job’s a game!
Mary Poppins
gamification pioneer
GALVANIZE Ibiza 2016 WITH A BANG
82. IMMERSION – dive into the consumer world
GALVANIZE Ibiza 2016 WITH A BANG
HOW WELL DO YOU
REMEMBER THE INSIGHTS?
1. Play the quiz
HOW DO YOU RECOGNISE
THE INSIGHTS?
2. Answer 1 Tile
Q: Which object
requires the most
cleaning power?
WHAT INSPIRES YOU IN THE
WORLD OF CLEANING?
3. Add your Tile
83. IDEATION – generate & fine-tune ideas based on inspiration
GALVANIZE Ibiza 2016 WITH A BANG
Ideation techniques
1. Generate: Share your idea
2. Generate: Brand alphabet
3. Refine: Team role
4. Refine: The Osborne checklist
5. Refine: Thinking hats
6. Refine: Brainwalking
7. …
84. IMPACT – after 1 week …
47
REGISTERED USERS
50
VIEWS/INSIGHT TILE
29
COMMENTS
5/12
USER GENERATED/ ALLTILES
WE STARTED WITH
1
WALLS
6
INSIGHT TILES
LEADING TO
1
QUIZES
31:15
AVG. TIME/WEEK
2,5
SESSIONS/WEEK
21
COMPLETED
5,9
PAGES/SESSION
HABITS
ENGAGED USERS
GALVANIZE Ibiza 2016 WITH A BANG
104. GALVANIZE Ibiza 2016 Minority REPORT
THE FUTURE
CAN BE SEEN
QUANTITY
QUALITY
Low High
Low
High
105. GALVANIZE Ibiza 2016 Minority REPORT
THE FUTURE
CAN BE SEEN
QUANTITY
QUALITY
Low High
Low
High
1
106. GALVANIZE Ibiza 2016 Minority REPORT
THE FUTURE
CAN BE SEEN
QUANTITY
QUALITY
Low High
Low
High
2
107. GALVANIZE Ibiza 2016 Minority REPORT
THE FUTURE
CAN BE SEEN
QUANTITY
QUALITY
Low High
Low
High Community
Stars
Passivists
High-
Potentials
Annoyers
108. GALVANIZE Ibiza 2016 Minority REPORT
PROACTIVE
COMMUNITY MANAGEMENT
PREDICTION
I
127. “Automation and Artificial Intelligence
will, over a period of time, replace
the worst 75% of market
research, leaving just
the best as having a
significant human
component.”
GALVANIZE Ibiza 2016
Ray Poynter NewMR
WHY OUR GALVIN
BEATS SIRI
128. GALVANIZE Ibiza 2016
“Automation
does indeed substitute
for labor. However, automation
also complements labor, raising economic
outputs in ways that often lead to
higher demand for workers.”
Irving Wladawsky
Berger
WHY OUR GALVIN
BEATS SIRI
132. GALVANIZE Ibiza 2016
WHAT DOES THIS MEAN FOR THE
Insight Activation Studio?
WHY OUR GALVIN
BEATS SIRI
133. GALVANIZE Ibiza 2016
“YOU’RE EITHER THE ONE
THAT CREATES THE
AUTOMATION OR YOU’RE
getting automated”
Tom Preston-Werner Founder GitHub
WHY OUR GALVIN
BEATS SIRI
AUTOMATION1.
134. GALVANIZE Ibiza 2016
WHY OUR GALVIN
BEATS SIRI
IMPROVED ACTIVATION FLOW
THE RIGHT MESSAGE
AT THE RIGHT TIME
136. Meet Galvin – Our very own Chatbot
GALVANIZE Ibiza 2016
LUIS AI
WHY OUR GALVIN
BEATS SIRI
137. GALVANIZE Ibiza 2016
“FIND ME SOME
TILES ABOUT
PACKAGING”
When in a meeting or
you’re working on a specific
project you’re able to find
out what your consumers
and colleagues think about
that topic.
Case 3
LET’S MEET THE
CONSUMER
We can give the employees
the feeling that they’re
talking with their consumer
while they’re actually
interacting with user
personas based on
predetermined consumer
segments.
Case 1
SHOW ME THE
LATEST NEW TILES
You can ask to see the
latest new tiles in a menu
or simply subscribe to get a
daily or weekly update. This
is the start of a short and
interactive journey through
the consumers mind.
Case 2
WHY OUR GALVIN
BEATS SIRI
Meet Galvin – Our very own Chatbot
138. GALVANIZE Ibiza 2016 BEATS SIRI
Meet Galvin – Our very own Chatbot
“FIND ME SOME
TILES ABOUT
PACKAGING”
When in a meeting or
you’re working on a specific
project you’re able to find
out what your consumers
and colleagues think about
that topic.
Case 3
LET’S MEET THE
CONSUMER
We can give the employees
the feeling that they’re
talking with their consumer
while they’re actually
interacting with user
personas based on
predetermined consumer
segments.
Case 1
SHOW ME THE
LATEST NEW TILES
You can ask to see the
latest new tiles in a menu
or simply subscribe to get a
daily or weekly update. This
is the start of a short and
interactive journey through
the consumers mind.
Case 2
WHY OUR GALVIN
139. Meet Galvin – Our very own Chatbot
“FIND ME SOME
TILES ABOUT
PACKAGING”
When in a meeting or
you’re working on a specific
project you’re able to find
out what your consumers
and colleagues think about
that topic.
Case 3
LET’S MEET THE
CONSUMER
We can give the employees
the feeling that they’re
talking with their consumer
while they’re actually
interacting with user
personas based on
predetermined consumer
segments.
Case 1
SHOW ME THE
LATEST NEW TILES
You can ask to see the
latest new tiles in a menu
or simply subscribe to get a
daily or weekly update. This
is the start of a short and
interactive journey through
the consumers mind.
Case 2
GALVANIZE Ibiza 2016
WHY OUR GALVIN
BEATS SIRI
140. GALVANIZE Ibiza 2016
DAILY DIGEST
WHAT CAN THIS
BOT DO FOR US
today
ANSWER
QUESTIONS
PROVIDE
INSPIRATION
WHY OUR GALVIN
BEATS SIRI
141. GALVANIZE Ibiza 2016
WHAT CAN THIS
BOT DO FOR US
tomorrow
VOICE
CONTROL
MEMORY
ANSWER
QUESTIONS 2.0
PERSONALITY
PROACTIVE
SUGGESTIONS
WHY OUR GALVIN
BEATS SIRI
Welcome to this Best of Galvanize Webinar
My name is Katia, I’m Content Impact Manager here at InSites Consulting and your host for this webinar.
Three weeks ago the whole InSites Team went on a three day teambuilding to Ibiza.
On the first day our very own inSites Congress took place.
Like every edition, the congress is a unique blend of case studies, inspiring debates, idea pitches and conceptual thinking
The Congress theme was: Galvanize
Why this theme?
Well if you google the term galvanize you will see that it stands for:
: to cause (people) to become so excited or concerned about an issue, idea, etc., that they want to do something about it
: to cover (steel or iron) with a layer of zinc to prevent it from rusting
Just like the chemical process of adding a coat to prevent rusting, various InSites teams will take the stage and share their work and thinking on how to prevent research from rusting and how to create a unique chemical reaction leading to success for the projects, brands and clients we work for.
135 people submitted contributions and in the end we welcomed 78 people on stage
We have selected 6 presentations (of ten minutes) that we thought would inspire and interest you.
After every presentation we will leave some room for Q&A – should you have questions please ask them in the chat during the presentation and we
Hi everyone! In the next 10 minutes I will talk about HOW we can WOW our audience as researchers, and WHY we should.
Our research shows that only half of the MR studies are successful in driving change. That got me thinking about the success factors of the most impactful work that I’ve done in the past 6 years.
And this goes beyond generating great consumer insight. In my experience, it is about delivering these insights in a way that is memorable and that generates empathy. So what type of deliverables do you think succeed in this ambitious goal? Making insights memorable and generating true empathy.
Is it this type of deliverable?
Raw data like this table report or a transcript? No
A fully designed PowerPoint Presentation with conclusions and recommendations ? Probably not
A Workshop to turn insights into ideas and actions? Maybe
Pine and Gilmore developed this great framework on the Progression of Value. Let’s take a look where our research deliverables would go.
Raw data is what we would call a COMMODITY. This is not differentiating and the value it provides is limited.
When these results are turned into a PowerPoint presentation we call it a GOOD.
Only by adding workshops and consulting, we can refer to research as a service. This is more differentiating and is also perceived to add more value.
But is this SERVICE level enough to drive change?
To answer this question, I explored the extremes of the service level in a study for Philips Sonicare.
We carefully mapped out and designed the touchpoints to engage the client throughout the project.
We presented the team with immersive consumer data, developed custom models, used out of category cases to inspire, hosted a workshop and even handed out postcards. Every member of the team could write their future self a postcard on actions they plan to take. We send the postcards back to them 3 months later as a reminder.
When we tested the impact of study, we scored well on making the insights memorable, but their was room for improvement on the EMPATHY-level. And you need both to drive change.
Luckily Pine & Gilmore feature a 4th type of offering: EXPERIENCE.
An experience is a series of events that stimulates the senses and activates an audience to pay full attention. It evokes emotions which are crucial in creating memories.
How can we deliver MR as an experiences?
A first dimension to take into account is the participation level. Do we want people to interact with the flow of events or just observe. Active participation is easier for smaller audiences.
Then we should think about the objectives we want to achieve. Do we want people to absorb insights and make them memorable? Or do we want to immerse them in the lives of their consumers and generate empathy?
I’ve been playing around with EXPERIENCE for a while now and looking back, I mostly have “experience” on the right side of the spectrum. Actively engaging a smaller audience.
For Air France KLM for example where we shared results of a concept test as a concept casino where people could place their bet on the concept that scored highest on a specific KPI. Truly making the results stick.
For Heineken we wanted to increase empathy with the target group of party people, so we took the team on a lounge tour and gave them empathy cards with activities to perform to relive the journey of the target group.
For experience examples on the left side, I had to look outside my own projects.
When Skype wanted to introduce a new metric in the organization - the user ‘pulse’ –, they also tapped into experience. They built an installation with data-points represented by physical balls. An airstream shoots the balls in the air to the correct, corresponding height to show if the score goes up or down. And yes, people go wild when the balls go up.
Last but not least, technology can provide a solution to also make immersion more scalable to a bigger audience. Instead of limiting the experience of an in-home ethnography to the happy few, VR could make this experience accessible to a whole organization.
Thinking back about the Philips Sonicare project, I realized later that there was room for improvement on the empathy level. So I’d like to show you what I would do if I could do the project again – staging an experience – right here – right now - using technology that most of you have in your pocket.
Who has a smartphone here? Can you hold it up in the air?
For the people joining us remotely via ESOMAR TV – feel free to participate as well.
Now open your browser and go to THOMAS360.NET, open in YouTube if prompted.
You’ll have to bear with me. For this to work, you will need the latest version of the YouTube app. You can now IMMERSE in my very own toothbrush routine. Just move your phone around to get a view of my bathroom and literally look over my shoulder while I’m brushing my teeth.
This experience is part of the bottom left quadrant. But in staging experiences, you can actually include more than 1 realm to increase the impact.
Future of Studio
Exciting challenge for Studio to be a hub for experiential deliverables.
So what are the implications for us to make this work?
It can require a unique type of data that is not typically part of how we do research – think about 360 footage that can be collected afterwards to emphasize key conclusions.
We can tap into emerging technologies
To keep the costs down, a whole lot of creativity is required to stage these experiences. It’s funny, but this 360 experiment actually costed me less than 360 dollars in hardware.
And last but not least, it shouldn’t be a gimmick – each experience should have a clear purpose.
Is this something for every project? No, for a simple logo test I wouldn’t recommend it. For a strategic project that requires a TRANSFORMATION, I truly believe that this is the way to go.
I know a person who is addicted to Amazon. And this is his story……..
Then there was that first purchase at Amazon and the start of an ad hoc relationship
Then there was that first purchase at Amazon and the start of an ad hoc relationship
Amazon changed my beliefs and assumptions and eventually started a chain reaction. My path to addiction – explained.
Amazon changed my beliefs and assumptions and eventually started a chain reaction. My path to addiction – explained.
After becoming a prime member – this quickly became an addiction. A chain reaction happened.
I spend 6% of my disposable income on Amazon. That is also the body fat % in the middle picture
Not only in my purchase behavior I show my fanship, also in my recommendation behavior demonstrate the love for Amazon pretty much everyday
Now let’s try to identify what are the drivers of this addiction and what we can learn from it so we can also make our clients addicted to us
Amazon is more than just an online store, it is an eco-system with many many touch points. Amazon is an eco-system of hardware and software
I have 4 hardware devices
, 1 membership and I use 10 different brands/services/products of the Amazon eco-system. And I am recognized across the different components of this eco-system and each touch point deliver a similar experience.
This eco system grow organically in many different ways, but I love the fact they keep pushing the boundaries of what is possible, rather than deliver what is probable.
This unbridled innovation drives top line growth, and Amazon keeps investing in future innovation which results in a flat bottom line. But is worth $300 billion today!
Prepare for the unexpected, every day.
All this innovation is happening, but what is even more important is anticipation. It is a product of awareness of Amazon innovations and the excitement that creates with the market.
But also back to basics.
Things that make me feel like….
Awards and industry recognition are key.
Awards winning TV shows – awards for content, not technology. Amazon won yet again 6 Emmys this year.
Something that makes me feel like …..
And also the permission to fail. Amazon destinations (travel agency), the fire Phone and Amazon diapers are all experiments that were not really successful, but overall contributed to where Amazon is today.
You know me better than I know myself. The predictive value of suggestions and recommendations are huge in terms of impact.
Amazon pretty much invented recommendations. Interesting how in their first website - 1994 – they talk about a hybrid between machine generated (AI) and human generated recommendations.
1. ECO SYSTEM
When looking at the future of InSItes Consulting, I believe in the power of the square as our own eco-system. You can evolve as a customer within the same ‘comfortable’ environment, offer different experiences, but within a bandwith of comfort and predictability.
It takes an experience to change beliefs and assumptions. Before you get addicted you need that first hit and it should hit you hard. There will always be non believers. Deliver a ‘trial’ experience that represents the core experience of the square
2. We need to think anticipation, more than innovation.Anticipation requires a mix of awareness and excitement. Not just the fact of innovation.
3. Industry recognition for the content, not the tool
4. Allow experimentation and prepare to fail
5. Push relevant content to who needs it when they need it by using a hybrid between AI and human approach. After all, we know our clients better than Amazon know theirs right?!
5. Push relevant content to who needs it when they need it by using a hybrid between AI and human approach. After all, we know our clients better than Amazon know theirs right?!
Cillit Bang eerste case
Probleem Cillit Bang
Cillit Bang is an established RB brand offering a wide range of cleaning products globally, mainly focusing on what they call powercleaners (powerful products for specific usage).
They want to immerse into consumer life, understand their habits, routines, unmet needs and brand usage and use these insights to develop new product and marketing initiatives.
We have set up a 3 week CCB in France and Russia. The key conclusions:
Pleasure in cleaning comes from the results and satisfaction afterwards, not from the cleaning itself.
The bathroom is the source for most frustrations, while kitchen has the most positive associations and highest social investment.
Different levels of power are required for different rooms – and too much power can be off putting, whereas not enough power can be frustrating.
Find out what consumres want - share that to employees. How? Let them immers into the consumer world
Annelies: kracht ecosystem
probleem is, mensen die dit als 2e merk hebben, verspreid zijn over landen en mensen die hierop zitten maar geen tijd hebben. Hoe activeer je die insights/ Want onmogelijk om samen te krijgen voor presentatie – Hoe activeer je dit? Studio / /integreerd ecosystem verhaal, hoe consume rinsights werkbaar maken
Learning / activation flow
What do we do with research inside the Studio?
Play on the hearts, minds & actions
For Cillit Bang this means that we start with immersing in the research & playing on the hearts & minds
Next, we will focus on ideation and trigger new ideas on how to make Cillit Bang a top brand again. End goal for this Studio: new concepts they can use
How did we went from research into Tiles.
We started with the final summary Annelies & her team created. From that, we took the 3 most important themes CB needed to work upon, which was the cleaning experience itself, the brand perception and how consumers choose their cleaning product.
We created 16 insight Tiles, based upon the key-takeaways.
Because they already have seen the insights, we started with a little quiz to test how well they remember the insights.
Quiz eerst
#2 Engaging Tiles
Opbouw van Tiles // insights versterkt met quotes, pictures, videos of cases
Example kan consumer quote zijn of competitor/brand case of vbn van trends/blogs/e…
Vertrekken van insight (satisfaction niet cleaning zelf) en hoe hebben we dit omgebouwd naar een Tile
How did we make it fun?
#1 employee pitch // why you don’t want to miss out
Giving them a task is not the only thing . Make it fun!
Quote from Mary Poppins
How to immerse into consumer research?
BUSY BUSINESS PROOF! 5 minutes a week
CB: 3 tasks:
Next use those consumer research to start ideation phase // make ideas that are relevant for consumers
How? CB only online , start with basic ideas and then use different techniques to come up with more fresh ideas (e.g. Brand alphabet, Team role, Thinking hats)
Impact? Show with numbers from CB
Quiz naar voern
paginas/s per sessie, plus time per week zoveel sessies, zoveel pagina’s op weekbasis meer dan een halfuur er op
En we only ask in our pitch for 5 minutes. If we ask less, we get more, because we make it fun and we make it a more collaborative, learning experience
Cillit Bang eerste case
Probleem Cillit Bang
Well, I’m Steven
Well, I’m Steven
For this research, We have been looking at 3 years of data from 10 ongoing Dutch CCB’s of the brands you see here
And a total of 150,000 posts We looked at the activity & sentiment of all members, moderators & community in general
&
Analyzed about 7M data points
Thus far, We have 2 managerial papers written about it
Presented the research at 4 conferences
And even won a $2,000 prize & & an award from the « Marketing Science Institute » for promising research on hot topics
Therefore, let me start with one question….
Who can call himself/herself a « Market Research analyst »?
Well, you will all be fired & out of jobs, 20 years from now
But you may think this is a very bold or rude statement, coming from somebody, as I explained, or as some say « the outsider within the insiders »…
But this is not my opinion. It’s based on research from the oxford university
They say that you all will be replaced by robots…
By knowing about the fact that « the robots are coming », they looked at all the jobs, at what everybody actually does & which parts, due to new emerging technologies, could be replaced by robots.
They have an online tool, that allows you to calculate the percentage your job is at risk, 20 years from now on…
Like we see here, bookkeepers have a pretty high risk level…
The main idea is that if your jobs requires more creativity, negotiation, helping others & doing nice things, that you’re more safe to still have your job in the future..
Well, for this congress, I did the exercise for you..
It points out that the job of a MR analyst is 61.3% at risk.
So it’s kind of a medium risk level.
But what can we do about it, how can anticipate on this number, to make sure that we’re more safe of your jobs?
Well, it’s by embracing the new upcoming technologies, reshifting your focus to high-value, human exclusive tasks & letting the other parts of the job to be done by computers.
Who saw the movie?
For those of you who haven’t seen it, it’s a movie that describes a world in which murder is predicted by oracles & therefore can be stopped. It stars Colinn Carell & Tom Cruise, which is part of a police unit that arrests those murders.
Welll, to make the link with communities, let me make a cheezy analogy: where murder is a threat for the world Tom Cruise lives in, member disengagement is the same for moderators & structural ongoing CCB’s
We identify two types of member disengagement. Low Quantity & low quality.
- Low quant -> not enough input & unattractive communities
Low qual -> you can’t really do anything with the posts
As we want to sustain ongoing ccb’s on the long-term, it’s crucial to battle member disengagement.
You as a moderator can do a pretty good job, but it requires a lot of energy. Therefore, let me present to you an approach that will help you to work more cost-efficiently.
It’s called proactive community mamangement.
Proactive community mamanagement is an approach that allows you to work proactively, objectively & time-cost efficient.
It consists of 4 principles
& I am very lucky because it’s very easy to explain these principles & the approach to you by the movie Minority Report itself.
In the movie a main idea is that the future can be seen.
In real life, you can also look at the future. But it’s not a very wise decision to rely on oracles or frauds, there’s something else that’s called predictive analytics.
Predictive analytics is a technique that predicts future events by constructing models on historical data.
And that’s what we are going to do in a community context. Our study shows that it’s possible & very effective to predict member activity in the futrue. This means that we can predict for each member what their future performance will be in the future.
Now how, can we make this more practical in a community context. By combining the two dimensions (quantity & quality) & their respective activation levels (low & high), we can come up to a four quadrant framework, that allows you to identify easily the future performance of each member. Therefore, we can see the future of each member
Now how, can we make this more practical in a community context. By combining the two dimensions (quantity & quality) & their respective activation levels (low & high), we can come up to a four quadrant framework, that allows you to identify easily the future performance of each member. Therefore, we can see the future of each member
Now how, can we make this more practical in a community context. By combining the two dimensions (quantity & quality) & their respective activation levels (low & high), we can come up to a four quadrant framework, that allows you to identify easily the future performance of each member. Therefore, we can see the future of each member
Now how, can we make this more practical in a community context. By combining the two dimensions (quantity & quality) & their respective activation levels (low & high), we can come up to a four quadrant framework, that allows you to identify easily the future performance of each member. Therefore, we can see the future of each member
& I am very lucky because it’s very easy to explain these principles & the approach to you by the movie Minority Report itself.
In the movie, the look into the future by using oracles. The oracle tells what will hapen in the future. There’s a quote that says « we see what they see ». But more importantly, the question here is, how do they see it?
For predictive analytics, this works by identifying patterns that explain future events. The more intuitive explanation is that it tried to find habits, which is also what we can do in a community context.
One of the interesting patterns that we found is that a moderator must not use a narcissitic writing style. This confirms the fact that you must talk about them & not about you, otherwise many members will engage in disengagement.
& I am very lucky because it’s very easy to explain these principles & the approach to you by the movie Minority Report itself.
Moreover, in the movie, there’s an imporant discussion between tom cruise & collin farrel about the credibility of the system. Tom Cruise says that the system it’s perfect, whether Colin Farell doubs those statements.
In predictive analytics, there are two important things to say about this.
First, perfect prediction is not possible. No one can perfectly say what is going to happen. Now, how can we identify good models. Well, a rule of thumb is that it must perform better than random choice, which in our case is 50%. If you would decide randomly between low or high quantity, you have a 50% chance of being right. A prediction model must perform better than that.
In our study, we saw that our prediction models have a pretty good performance. 71% & 78%.
Second, it’s important that predictive analytics will get adopted. Therefore, sometimes one will give up accuracy to make the models more comprehensible & justifiable for the business user, here the moderator. So succesful adoption will require a trade-off decision and not only aiming for high accuracy
Second, it’s important that predictive analytics will get adopted. Therefore, sometimes one will give up accuracy to make the models more comprehensible & justifiable for the business user, here the moderator. So succesful adoption will require a trade-off decision and not only aiming for high accuracy
& I am very lucky because it’s very easy to explain these principles & the approach to you by the movie Minority Report itself.
Last, in the movie, murder is stopped & prevented.
That’s also an important implacation with predictive analytics. Because we can predict, we can anticipate on it & prevent it from happening.
Because we can identify at the member level, we can adapt the prevention campaign & go for personalization.
Now how does it work practically, the machine can identify (by using the prediction models) & contextualize (by giving the background information & suggestion for prevention), the moderator can focus on the high-value task & finalize by executing the prevention action.
Because we can identify at the member level, we can adapt the prevention campaign & go for personalization.
Now how does it work practically, the machine can identify (by using the prediction models) & contextualize (by giving the background information & suggestion for prevention), the moderator can focus on the high-value task & finalize by executing the prevention action.
& I am very lucky because it’s very easy to explain these principles & the approach to you by the movie Minority Report itself.
So that’s what proactive community mamagent is about.
The four principles are prediction, detection, precision, prevention.
This allows you to go to a new level of augmented intelligence.
Don’t be the machine. Adopt & embrace the new technologies to be the Tom Cruise in your community.
Well, you will all be fired & out of jobs, 20 years from now
But you may think this is a very bold or rude statement, coming from somebody, as I explained, or as some say « the outsider within the insiders »…
But this is not my opinion. It’s based on research from the oxford university
automation
Given the continuing automation of so much human work over the past couple of centuries, why are there still so many jobs left? The answer isn’t very complicated, although frequently overlooked. As Prof. Autor succinctly puts it: “tasks that cannot be substituted by automation are generally complemented by it.” Automation does indeed substitute for labor. However, automation also complements labor, raising economic outputs in ways that often lead to higher demand for workers.
Automation =
Drip programs send emails to targeted groups at specific intervals based on time or activities
Improve e-mail activation flow personal approach, tracking, A/B testing, be relevant
Be relevant at the best times in-app messages (very personal)
Quote Mark zuckerberg
Case 1: Meet your consumer
MC- Persona
Let’s meet Anna, she will tell you a little more about herself
change
135 people submitted contributions and in the end we welcomed 78 people on stage