SlideShare a Scribd company logo
1 of 61
5 maggio | Firenze Better Software 2010 Oltreilcruscotto(ri)costruire la visione d’insiemeper decidere meglio PaoloCiuccarelli ( @pciuccarelli )
Overload
Abbondanza
Ricchezza
Is Open Data really Open ?
“Data are  widely available; what is scarce is the ability to extract wisdom from them”. (Hal Varian, Google’s chief economist)
Data are  widely available; what is scarce is the ability to extract knowledgefrom them. (Hal Varian, Google’s chief economist_revised)
Sense-Making
Decision-Making
Joël de Rosnay, The Macroscope, 1979
“Tools, and aesthetic notions, that help us understand – and act mindfully in – the big picture”(J. Thackara, In the Bubble. Designing in a Complex World,)
1997“Embracing Complexity” Cap Gemini Ernst & Young + Complexity
“Oracle—Have you no shame?”  Visual Business Intelligence | A blog by Stephen Few
iDashboards | Manufacturing
iDashboards | Education
iDashboards | Olympic Games (Vancouver ‘10)
Il potere della metafora
“il nostro comune sistema concettuale, in base al qualepensiamo e agiamo, è essenzialmentedi natura metaforica”.(Metafora e vita quotidiana, Lakoff + Johnson, 1980)
Der Mensch als Industriepalast (Man as Industrial Palace) Stuttgart, 1926. Chromolithograph. National Library of Medicine.
Un flusso è un flusso
Matthew Henry PhineasRiallSankey (1853-1926)
“A picture says more than 1.000 words”
“A Sankey diagram says more than 1.000 pie charts”
“A picture says more than 1.000 words”
“Interaction is worth thousand of pictures”
(Otto Neurath)
“Le parole dividono, le immaginiuniscono”
Una strategia sul dato
Keep in Touch! Paolo CiuccarelliDensityDesign Lab density.design@polimi.it www.densitydesign.org Facebook+ Twitter + Flickr + Vimeo: densitydesign

More Related Content

Viewers also liked

Information Visualization Using Mashups
Information Visualization Using MashupsInformation Visualization Using Mashups
Information Visualization Using Mashups
jillenator
 
Tumore fibroso solitario extrapleurico del cavo orale: case report.
Tumore fibroso solitario extrapleurico del cavo orale: case report.Tumore fibroso solitario extrapleurico del cavo orale: case report.
Tumore fibroso solitario extrapleurico del cavo orale: case report.
MerqurioEditore_redazione
 

Viewers also liked (11)

Information Visualization Using Mashups
Information Visualization Using MashupsInformation Visualization Using Mashups
Information Visualization Using Mashups
 
Densitydesign HHMilano
Densitydesign HHMilanoDensitydesign HHMilano
Densitydesign HHMilano
 
Paolo Guadagni - La visualizzazione di dati e informazioni: Il punto di vista...
Paolo Guadagni - La visualizzazione di dati e informazioni: Il punto di vista...Paolo Guadagni - La visualizzazione di dati e informazioni: Il punto di vista...
Paolo Guadagni - La visualizzazione di dati e informazioni: Il punto di vista...
 
Open data Cul.T.A. Data Visualization
Open data Cul.T.A. Data VisualizationOpen data Cul.T.A. Data Visualization
Open data Cul.T.A. Data Visualization
 
Tumore fibroso solitario extrapleurico del cavo orale: case report.
Tumore fibroso solitario extrapleurico del cavo orale: case report.Tumore fibroso solitario extrapleurico del cavo orale: case report.
Tumore fibroso solitario extrapleurico del cavo orale: case report.
 
Datavis
DatavisDatavis
Datavis
 
Il data visualization è una cagata pazzesca
Il data visualization è una cagata pazzescaIl data visualization è una cagata pazzesca
Il data visualization è una cagata pazzesca
 
Infografica e DataViz nel mondo dell'editoria e delle aziende
Infografica e DataViz nel mondo dell'editoria e delle aziendeInfografica e DataViz nel mondo dell'editoria e delle aziende
Infografica e DataViz nel mondo dell'editoria e delle aziende
 
Data Driven UX - Data Visualization
Data Driven UX - Data VisualizationData Driven UX - Data Visualization
Data Driven UX - Data Visualization
 
Information Visualization Workshop, ASIS&T 2015
Information Visualization Workshop, ASIS&T 2015Information Visualization Workshop, ASIS&T 2015
Information Visualization Workshop, ASIS&T 2015
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with Data
 

Similar to Better Software | Oltre il cruscotto (Beyond the Dashboard)

Cognitive Computing for Tacit Knowledge1
Cognitive Computing for Tacit Knowledge1Cognitive Computing for Tacit Knowledge1
Cognitive Computing for Tacit Knowledge1
Lucia Gradinariu
 
Undiscovered Public Knowledge and IA
Undiscovered Public Knowledge and IAUndiscovered Public Knowledge and IA
Undiscovered Public Knowledge and IA
Jim Kalbach
 
Organising creativity
Organising creativityOrganising creativity
Organising creativity
Adam Jorlen
 
Boostzone Webreview on the Future of the World of Work - August 2012
Boostzone Webreview on the Future of the World of Work - August 2012Boostzone Webreview on the Future of the World of Work - August 2012
Boostzone Webreview on the Future of the World of Work - August 2012
Boostzone Institute
 

Similar to Better Software | Oltre il cruscotto (Beyond the Dashboard) (20)

In the Pursuit of that "Moment of Insight"
In the Pursuit of that "Moment of Insight"In the Pursuit of that "Moment of Insight"
In the Pursuit of that "Moment of Insight"
 
Cognitive Computing for Tacit Knowledge1
Cognitive Computing for Tacit Knowledge1Cognitive Computing for Tacit Knowledge1
Cognitive Computing for Tacit Knowledge1
 
Knowledge From Crowds - Better with Institutions + Algorithms
Knowledge From Crowds - Better with Institutions + AlgorithmsKnowledge From Crowds - Better with Institutions + Algorithms
Knowledge From Crowds - Better with Institutions + Algorithms
 
Undiscovered Public Knowledge and IA
Undiscovered Public Knowledge and IAUndiscovered Public Knowledge and IA
Undiscovered Public Knowledge and IA
 
Is the “i” in “ai” indispensable to delivering value
Is the “i” in “ai” indispensable to delivering valueIs the “i” in “ai” indispensable to delivering value
Is the “i” in “ai” indispensable to delivering value
 
Organising creativity
Organising creativityOrganising creativity
Organising creativity
 
Great Ideas Travel Without Passport: The Secrets of Creative Content Crowdsou...
Great Ideas Travel Without Passport: The Secrets of Creative Content Crowdsou...Great Ideas Travel Without Passport: The Secrets of Creative Content Crowdsou...
Great Ideas Travel Without Passport: The Secrets of Creative Content Crowdsou...
 
2009 06 few
2009 06 few2009 06 few
2009 06 few
 
Serendipity Management master class in FabLab, St.Petersburg 24.10. 2013
Serendipity Management master class in FabLab, St.Petersburg 24.10. 2013Serendipity Management master class in FabLab, St.Petersburg 24.10. 2013
Serendipity Management master class in FabLab, St.Petersburg 24.10. 2013
 
Creativity and innovation chris osborn
Creativity and innovation chris osbornCreativity and innovation chris osborn
Creativity and innovation chris osborn
 
人工智慧民主化在台灣
人工智慧民主化在台灣人工智慧民主化在台灣
人工智慧民主化在台灣
 
Future work skills 2020 ful research report final1
Future work skills 2020 ful research report final1Future work skills 2020 ful research report final1
Future work skills 2020 ful research report final1
 
Mas teams slides_final
Mas teams slides_finalMas teams slides_final
Mas teams slides_final
 
What Is Knowledge Management
What Is Knowledge ManagementWhat Is Knowledge Management
What Is Knowledge Management
 
Digitale fabriek - I2 - Icms
Digitale fabriek - I2 - IcmsDigitale fabriek - I2 - Icms
Digitale fabriek - I2 - Icms
 
HR DAY 2012 - Workshop Change Management
HR DAY 2012 - Workshop Change ManagementHR DAY 2012 - Workshop Change Management
HR DAY 2012 - Workshop Change Management
 
Boostzone Webreview on the Future of the World of Work - August 2012
Boostzone Webreview on the Future of the World of Work - August 2012Boostzone Webreview on the Future of the World of Work - August 2012
Boostzone Webreview on the Future of the World of Work - August 2012
 
Connecting to the Crowd
Connecting to the CrowdConnecting to the Crowd
Connecting to the Crowd
 
Learning theory and its application in the digital age
Learning theory and its application in the digital ageLearning theory and its application in the digital age
Learning theory and its application in the digital age
 
Desafios e Oportunidades derivados da Explosao de Dados (Big Data)
Desafios e Oportunidades derivados da Explosao de Dados (Big Data)Desafios e Oportunidades derivados da Explosao de Dados (Big Data)
Desafios e Oportunidades derivados da Explosao de Dados (Big Data)
 

Recently uploaded

如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
yhavx
 
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
drmarathore
 
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
mikehavy0
 
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
ugzga
 
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
thubko
 
Resume all my skills and educations and achievement
Resume all my skills and educations and  achievement Resume all my skills and educations and  achievement
Resume all my skills and educations and achievement
210303105569
 
挂科办理天主教大学毕业证成绩单一模一样品质
挂科办理天主教大学毕业证成绩单一模一样品质挂科办理天主教大学毕业证成绩单一模一样品质
挂科办理天主教大学毕业证成绩单一模一样品质
yzeoq
 
Design-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora AgencyDesign-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora Agency
Isadora Agency
 

Recently uploaded (20)

如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UW毕业证书)华盛顿大学毕业证成绩单本科硕士学位证留信学历认证
 
Academic Portfolio (2017-2021) .pdf
Academic Portfolio (2017-2021)      .pdfAcademic Portfolio (2017-2021)      .pdf
Academic Portfolio (2017-2021) .pdf
 
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
 
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCL毕业证书)伦敦大学学院毕业证成绩单本科硕士学位证留信学历认证
 
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
如何办理(ArtEZ毕业证书)ArtEZ艺术学院毕业证成绩单本科硕士学位证留信学历认证
 
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UCI毕业证书)加利福尼亚大学尔湾分校毕业证成绩单本科硕士学位证留信学历认证
 
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
如何办理(UB毕业证书)纽约州立大学水牛城分校毕业证成绩单本科硕士学位证留信学历认证
 
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
 
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
Abortion Clinic in Springs +27791653574 Springs WhatsApp Abortion Clinic Serv...
 
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UMN毕业证书)明尼苏达大学毕业证成绩单本科硕士学位证留信学历认证
 
Spring Summer 26 Colors Trend Book Peclers Paris
Spring Summer 26 Colors Trend Book Peclers ParisSpring Summer 26 Colors Trend Book Peclers Paris
Spring Summer 26 Colors Trend Book Peclers Paris
 
Levi's Advertisement and camapign design
Levi's Advertisement and camapign designLevi's Advertisement and camapign design
Levi's Advertisement and camapign design
 
Gamestore case study UI UX by Amgad Ibrahim
Gamestore case study UI UX by Amgad IbrahimGamestore case study UI UX by Amgad Ibrahim
Gamestore case study UI UX by Amgad Ibrahim
 
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
一模一样英国德比大学毕业证(derby毕业证书)本科学历-国外大学文凭办理
 
Resume all my skills and educations and achievement
Resume all my skills and educations and  achievement Resume all my skills and educations and  achievement
Resume all my skills and educations and achievement
 
Rise of Digital Textiles__Published in PrintAction
Rise of Digital Textiles__Published in PrintActionRise of Digital Textiles__Published in PrintAction
Rise of Digital Textiles__Published in PrintAction
 
Branding in the Psychedelic Landscape Report.pdf
Branding in the Psychedelic Landscape Report.pdfBranding in the Psychedelic Landscape Report.pdf
Branding in the Psychedelic Landscape Report.pdf
 
Spring Summer 2026 Inspirations trend book Peclers Paris
Spring Summer 2026 Inspirations trend book Peclers ParisSpring Summer 2026 Inspirations trend book Peclers Paris
Spring Summer 2026 Inspirations trend book Peclers Paris
 
挂科办理天主教大学毕业证成绩单一模一样品质
挂科办理天主教大学毕业证成绩单一模一样品质挂科办理天主教大学毕业证成绩单一模一样品质
挂科办理天主教大学毕业证成绩单一模一样品质
 
Design-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora AgencyDesign-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora Agency
 

Better Software | Oltre il cruscotto (Beyond the Dashboard)