SlideShare a Scribd company logo
Presentation Workshop Management and Governance of Online Communities, 27 May 2010. Paris




   Cognitive science informing the design of attention
                  aware social systems
                            Thierry Nabeth* and Claudia Roda**
                            *INSEAD; ** The American University of Paris

                                      Extended abstract
The advent of the Web 2.0 has transformed the Internet into a gigantic social system
where all are invited to participate. People have massively subscribed to the idea by
registering with a variety of social services such as online social networking sites (e.g.
Facebook), microbloging systems (e.g. Twitter), Video sharing services (YouTube) or
Wikis (e.g. Wikipedia) to name a few. By creating a profile in Facebook they are able
to network with others, but also to show themselves (transluce) in their new online
identity consisting in a combination of self presentation, the display of their activities,
or the actions of others to their regard (e.g. postings on their wall). By opening
Twitters accounts they follow the continuous buzz generated by the online socialites
or the messages from the experts, or become emitters themselves. By posting videos
on YouTube they interact with others in a more engaging way. Via Wikipedia they
are able to access the universal online encyclopaedia generated by the millions of
authors, sometime joining the crowd of the contributors. Far from fading, this vision
is "invading" the real world, thanks to mobile devices (and to RFID) that increasingly
dissolve the frontier between online and offline.
In the future people in this new new Web (i.e. the blended online / offline social
world) will be constantly (or potentially) engaged in social interaction, monitoring or
emitting social signals (e.g. activity streams), communicating and/or cooperating with
others (e.g. work, family, play, learn, shop). This situation as of today is already a
reality for some fringes of the population, such as some of the most connected
representative of the Generation Y, who have integrated these new practices in their
life such as being "always busy online" or "meeting each other online before they
meet in person" (Palfrey and Gasser 2008).

This new state of things raises issues related to the ability of people to deal with the
explosion of connectivity, and to the sustainability of this situation. Will people be
able to keep up with this amount of interaction without becoming totally absorbed by
it? How will they choose amongst the numerous social solicitations they receive and
later manage the numerous interactions? What will be the risk for some of them to be
expelled from this system, to be the subject of social burnout, to become addicted (the
first symptoms of addiction to social media have already been observed (Laster
2010)), to suffer because of the continuous switch between too many social contexts
or to become schizophrenic as a consequence of the multiplication of their
identity(ies) across multiple context? Besides, even if we can easily predict that a part
of the population will progressively invent new strategies and adapt to this situation,
the question that will still remain is related to the effectiveness of these strategies. For
instance studies (Richtel 2010) have demonstrated that the multitasking tactics
adopted by digital natives are usually ineffective except for few of them (2.5%) ,
although they are (wrongly) believed to be very effective by those who apply them.



May 27 2010
Presentation Workshop Management and Governance of Online Communities, 27 May 2010. Paris



The overall objective of this presentation is to provide some answers to these
questions by analysing how to design social systems for the new new Web that are
more social attention effective, and therefore support users in allocating their
cognitive resources in this online social context. The concept of attention indeed
appears to represent a conceptual instrument capable of covering the different
elements at the root of the problematic of the new new Web and cognitive science can
help in informing the design of such systems.

The presentation starts by placing our research in the context of other attention-related
research by discussing four main guiding objectives: (1) understanding human
attentional processes, (2) defining the economic value of attention, (3) supporting the
management of attention in order to ensure effective allocation, and (4) predicting
behaviour based on attentional traces.
It then focuses on the authors’ work in the design of technologies helping users in
their attention allocation (Roda 2010, forthcoming; Roda and Nabeth 2009; Roda and
Thomas 2006). In particular we explore methodologies aimed at addressing
attentional breakdowns and we illustrate how to provide attentional support in a social
system at four key cognitive levels: (1) perception (improving social perception); (2)
reasoning (supporting of decision making or planning); (3) execution of actions
(facilitating / fluidifying social interaction); (4) metacognition (supporting people in
the implementation of more attention-effective social practices).
Finally, we look at future research directions in this domain.

References

Laster, J. 2010, April 28, 2010. Students Denied Social Media Go Through
        Withdrawal. The Chronicle of Higher Education.
Palfrey, J., and Gasser, U. 2008. Born Digital: Understanding the First Generation of
        Digital Natives: Perseus Books Group: Basic Books.
Richtel, M. 2010, March 30, 2010. Only a Few Can Multitask. The New York Time.
Roda, C. 2010. Attention support in digital environments, nine questions to be
        addressed. New Ideas in Psychology, Elsevier, 28(3): 354-364.
Roda, C. (Ed.). forthcoming. Human Attention in Digital Environments. Cambridge:
        Cambridge University Press.
Roda, C., and Nabeth, T. 2009. Attention management in organizations: Four levels
        of support in information systems. In A. Bounfour (Ed.), Organisational
        capital: Modelling, measuring, contextualising (214-233): Routledge
        (Advanced research series in management).
Roda, C., and Thomas, J. 2006. Attention aware systems: Theories, applications, and
        research agenda. Computers in Human Behavior, 22(4): 557-587.




May 27 2010

More Related Content

More from Thierry Nabeth

2011 suport workshop-new directions in e-learning towards the support of info...
2011 suport workshop-new directions in e-learning towards the support of info...2011 suport workshop-new directions in e-learning towards the support of info...
2011 suport workshop-new directions in e-learning towards the support of info...
Thierry Nabeth
 
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
Thierry Nabeth
 
E-Identité et les Territoires Numériques de Demain
E-Identité et les Territoires Numériques de DemainE-Identité et les Territoires Numériques de Demain
E-Identité et les Territoires Numériques de Demain
Thierry Nabeth
 
2010 cognitive science informing the design of attention aware social systems
2010 cognitive science informing the design of attention aware social systems2010 cognitive science informing the design of attention aware social systems
2010 cognitive science informing the design of attention aware social systems
Thierry Nabeth
 
Démo: InnoTube, une plateforme learning 2.0
Démo: InnoTube, une plateforme learning 2.0Démo: InnoTube, une plateforme learning 2.0
Démo: InnoTube, une plateforme learning 2.0
Thierry Nabeth
 
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formation
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formationTable Ronde: Nouveaux enjeux, nouvelles pratiques de formation
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formation
Thierry Nabeth
 
La surcharge cognitive interactionnelle
La surcharge cognitive interactionnelleLa surcharge cognitive interactionnelle
La surcharge cognitive interactionnelle
Thierry Nabeth
 
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
Thierry Nabeth
 
AtGentive: Attentive Agents for Collaborative Learners
AtGentive: Attentive Agents for Collaborative LearnersAtGentive: Attentive Agents for Collaborative Learners
AtGentive: Attentive Agents for Collaborative Learners
Thierry Nabeth
 
2008 Insead Table Ronde; Vers Le Elearning 2.0
2008 Insead Table Ronde; Vers Le Elearning 2.02008 Insead Table Ronde; Vers Le Elearning 2.0
2008 Insead Table Ronde; Vers Le Elearning 2.0
Thierry Nabeth
 
Table Ronde; Vers Le E-Learning 2.0
Table Ronde; Vers Le E-Learning 2.0Table Ronde; Vers Le E-Learning 2.0
Table Ronde; Vers Le E-Learning 2.0
Thierry Nabeth
 
Les Mondes Sociaux Virtuel et La Formation
Les Mondes Sociaux Virtuel et La FormationLes Mondes Sociaux Virtuel et La Formation
Les Mondes Sociaux Virtuel et La Formation
Thierry Nabeth
 
Les Mondes Sociaux Virtuel et L'Education
Les Mondes Sociaux Virtuel et L'EducationLes Mondes Sociaux Virtuel et L'Education
Les Mondes Sociaux Virtuel et L'Education
Thierry Nabeth
 

More from Thierry Nabeth (13)

2011 suport workshop-new directions in e-learning towards the support of info...
2011 suport workshop-new directions in e-learning towards the support of info...2011 suport workshop-new directions in e-learning towards the support of info...
2011 suport workshop-new directions in e-learning towards the support of info...
 
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
Les Média Sociaux & Plateformes Sociales pour Apprentissage: Comprendre le Rô...
 
E-Identité et les Territoires Numériques de Demain
E-Identité et les Territoires Numériques de DemainE-Identité et les Territoires Numériques de Demain
E-Identité et les Territoires Numériques de Demain
 
2010 cognitive science informing the design of attention aware social systems
2010 cognitive science informing the design of attention aware social systems2010 cognitive science informing the design of attention aware social systems
2010 cognitive science informing the design of attention aware social systems
 
Démo: InnoTube, une plateforme learning 2.0
Démo: InnoTube, une plateforme learning 2.0Démo: InnoTube, une plateforme learning 2.0
Démo: InnoTube, une plateforme learning 2.0
 
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formation
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formationTable Ronde: Nouveaux enjeux, nouvelles pratiques de formation
Table Ronde: Nouveaux enjeux, nouvelles pratiques de formation
 
La surcharge cognitive interactionnelle
La surcharge cognitive interactionnelleLa surcharge cognitive interactionnelle
La surcharge cognitive interactionnelle
 
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
2009 Fidis Winter School Fidis.2.0.Advantages And Limitations
 
AtGentive: Attentive Agents for Collaborative Learners
AtGentive: Attentive Agents for Collaborative LearnersAtGentive: Attentive Agents for Collaborative Learners
AtGentive: Attentive Agents for Collaborative Learners
 
2008 Insead Table Ronde; Vers Le Elearning 2.0
2008 Insead Table Ronde; Vers Le Elearning 2.02008 Insead Table Ronde; Vers Le Elearning 2.0
2008 Insead Table Ronde; Vers Le Elearning 2.0
 
Table Ronde; Vers Le E-Learning 2.0
Table Ronde; Vers Le E-Learning 2.0Table Ronde; Vers Le E-Learning 2.0
Table Ronde; Vers Le E-Learning 2.0
 
Les Mondes Sociaux Virtuel et La Formation
Les Mondes Sociaux Virtuel et La FormationLes Mondes Sociaux Virtuel et La Formation
Les Mondes Sociaux Virtuel et La Formation
 
Les Mondes Sociaux Virtuel et L'Education
Les Mondes Sociaux Virtuel et L'EducationLes Mondes Sociaux Virtuel et L'Education
Les Mondes Sociaux Virtuel et L'Education
 

Recently uploaded

Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
Tatiana Kojar
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
Webinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data WarehouseWebinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data Warehouse
Federico Razzoli
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
fredae14
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
Octavian Nadolu
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
Jason Packer
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
Zilliz
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Project Management Semester Long Project - Acuity
Project Management Semester Long Project - AcuityProject Management Semester Long Project - Acuity
Project Management Semester Long Project - Acuity
jpupo2018
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
shyamraj55
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
DianaGray10
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
kumardaparthi1024
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
Quotidiano Piemontese
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 

Recently uploaded (20)

Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
Webinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data WarehouseWebinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data Warehouse
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Project Management Semester Long Project - Acuity
Project Management Semester Long Project - AcuityProject Management Semester Long Project - Acuity
Project Management Semester Long Project - Acuity
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 

2010.05.27 abstract-cognitive science informing the design of attention aware social systems

  • 1. Presentation Workshop Management and Governance of Online Communities, 27 May 2010. Paris Cognitive science informing the design of attention aware social systems Thierry Nabeth* and Claudia Roda** *INSEAD; ** The American University of Paris Extended abstract The advent of the Web 2.0 has transformed the Internet into a gigantic social system where all are invited to participate. People have massively subscribed to the idea by registering with a variety of social services such as online social networking sites (e.g. Facebook), microbloging systems (e.g. Twitter), Video sharing services (YouTube) or Wikis (e.g. Wikipedia) to name a few. By creating a profile in Facebook they are able to network with others, but also to show themselves (transluce) in their new online identity consisting in a combination of self presentation, the display of their activities, or the actions of others to their regard (e.g. postings on their wall). By opening Twitters accounts they follow the continuous buzz generated by the online socialites or the messages from the experts, or become emitters themselves. By posting videos on YouTube they interact with others in a more engaging way. Via Wikipedia they are able to access the universal online encyclopaedia generated by the millions of authors, sometime joining the crowd of the contributors. Far from fading, this vision is "invading" the real world, thanks to mobile devices (and to RFID) that increasingly dissolve the frontier between online and offline. In the future people in this new new Web (i.e. the blended online / offline social world) will be constantly (or potentially) engaged in social interaction, monitoring or emitting social signals (e.g. activity streams), communicating and/or cooperating with others (e.g. work, family, play, learn, shop). This situation as of today is already a reality for some fringes of the population, such as some of the most connected representative of the Generation Y, who have integrated these new practices in their life such as being "always busy online" or "meeting each other online before they meet in person" (Palfrey and Gasser 2008). This new state of things raises issues related to the ability of people to deal with the explosion of connectivity, and to the sustainability of this situation. Will people be able to keep up with this amount of interaction without becoming totally absorbed by it? How will they choose amongst the numerous social solicitations they receive and later manage the numerous interactions? What will be the risk for some of them to be expelled from this system, to be the subject of social burnout, to become addicted (the first symptoms of addiction to social media have already been observed (Laster 2010)), to suffer because of the continuous switch between too many social contexts or to become schizophrenic as a consequence of the multiplication of their identity(ies) across multiple context? Besides, even if we can easily predict that a part of the population will progressively invent new strategies and adapt to this situation, the question that will still remain is related to the effectiveness of these strategies. For instance studies (Richtel 2010) have demonstrated that the multitasking tactics adopted by digital natives are usually ineffective except for few of them (2.5%) , although they are (wrongly) believed to be very effective by those who apply them. May 27 2010
  • 2. Presentation Workshop Management and Governance of Online Communities, 27 May 2010. Paris The overall objective of this presentation is to provide some answers to these questions by analysing how to design social systems for the new new Web that are more social attention effective, and therefore support users in allocating their cognitive resources in this online social context. The concept of attention indeed appears to represent a conceptual instrument capable of covering the different elements at the root of the problematic of the new new Web and cognitive science can help in informing the design of such systems. The presentation starts by placing our research in the context of other attention-related research by discussing four main guiding objectives: (1) understanding human attentional processes, (2) defining the economic value of attention, (3) supporting the management of attention in order to ensure effective allocation, and (4) predicting behaviour based on attentional traces. It then focuses on the authors’ work in the design of technologies helping users in their attention allocation (Roda 2010, forthcoming; Roda and Nabeth 2009; Roda and Thomas 2006). In particular we explore methodologies aimed at addressing attentional breakdowns and we illustrate how to provide attentional support in a social system at four key cognitive levels: (1) perception (improving social perception); (2) reasoning (supporting of decision making or planning); (3) execution of actions (facilitating / fluidifying social interaction); (4) metacognition (supporting people in the implementation of more attention-effective social practices). Finally, we look at future research directions in this domain. References Laster, J. 2010, April 28, 2010. Students Denied Social Media Go Through Withdrawal. The Chronicle of Higher Education. Palfrey, J., and Gasser, U. 2008. Born Digital: Understanding the First Generation of Digital Natives: Perseus Books Group: Basic Books. Richtel, M. 2010, March 30, 2010. Only a Few Can Multitask. The New York Time. Roda, C. 2010. Attention support in digital environments, nine questions to be addressed. New Ideas in Psychology, Elsevier, 28(3): 354-364. Roda, C. (Ed.). forthcoming. Human Attention in Digital Environments. Cambridge: Cambridge University Press. Roda, C., and Nabeth, T. 2009. Attention management in organizations: Four levels of support in information systems. In A. Bounfour (Ed.), Organisational capital: Modelling, measuring, contextualising (214-233): Routledge (Advanced research series in management). Roda, C., and Thomas, J. 2006. Attention aware systems: Theories, applications, and research agenda. Computers in Human Behavior, 22(4): 557-587. May 27 2010