SlideShare a Scribd company logo
1 of 27
David De Roure
Observing Social Machines Part 1
What to Observe?
Clare Hooper
Megan Meredith-Lobay
Kevin Page
Ségolène Tarte
Don Cruickshank
Cat De Roure
Some Social Machines
Nigel Shadbolt et al
myExperiment is a Social Machine
protected by the reCAPTCHA Social Machine
SocialMachinesofSpam
Whither the Social Machine?
Whither the Social Machine?
Whither the Social Machine?
What to observe?  Logs
 Analytics
 Data findings
e.g. Success rate
of transcription
 Social sciences
 Qualitative study
 Motivation
Individual and
group
 Mixed methods
 Differences in
technique and scale
 Unlikely to be an simple
transferable metric
Trajectories
Trajectories... distinguished by purpose
Trajectories... distinguished by purpose
Trajectories through Social Machines https://sites.google.com/site/bwebobs13/
Cat De Roure
The Befriending of
Raspberry Tree
• Are the tree, bot and/or dating site Social Machines?
• What are their trajectories?
• Cyberphysical scenario involving machine-to-machine
communication without human mediation
• Illustrates automatic assembly – unintended but
purposeful
• Glimpse of APIs and the service-oriented ecosystem
• Bot detection algorithm illustrates observation
mechanism (human / automated?)
• Machines impersonating people; e.g. people can buy
twitter followers, how do they know they’re not bots?
The Lessons of the Raspberry Tree
https://support.twitter.com/entries/18311-the-twitter-rules
http://www.bbc.co.uk/news/technology-20173641
http://mqtt.org/projects/andy_house
Identify Ecosystems
Where Social Machines are
1. Interacting and competing with others
2. Being designed, born and co-evolving
3. Variable in size, purpose, lifetime and intent
4. Reflecting the trends towards cyber-physical
and machine-to-machine systems
• The constituent Social Machines and their trajectories
• Technologies, humans and their interfaces, including
intersection with physical world
• The design processes, and how they correlate with
successful machines
• Ground rules leading to emergent behaviour
– rules by which people abide
– rules encoded in design
– part of community conduct
– grounded in how other Social Machines behave
Analyse
• Observing Social
Machines Part 2:
How to Observe?
• Toolkit approach
• Embrace other
observatories
• Instrument the
ecosystem
Future Work
• You are all observers… 
• Go forth, engage with the machines
• Design new ones!
• The observatory is really a laboratory
• Share the (methodological) toolkit
• Report your findings in these workshops
Your mission should you choose to
accept it…
Scholarly
Machines
Ecosystem
Panel on Wednesday
david.deroure@oerc.ox.ac.uk
www.oerc.ox.ac.uk/people/dder
www.scilogs.com/eresearch
@dder
SOCIAM: The Theory and Practice of Social Machines is funded by the UK
Engineering and Physical Sciences Research Council (EPSRC) under grant
number EPJ017728/1 and comprises the Universities of Southampton,
Oxford and Edinburgh. See sociam.org

More Related Content

What's hot

Introduction of abm
Introduction of abmIntroduction of abm
Introduction of abmyudiyasik
 
Introduction to Agent Based Modeling Using NetLogo
Introduction to Agent Based Modeling Using NetLogoIntroduction to Agent Based Modeling Using NetLogo
Introduction to Agent Based Modeling Using NetLogoPremsankar Chakkingal
 
Project - fa102a
Project  - fa102aProject  - fa102a
Project - fa102aToogood66
 
Swarm Intelligence Presentation
Swarm Intelligence PresentationSwarm Intelligence Presentation
Swarm Intelligence Presentationlatcole
 
Project 2 - fa102a
Project 2 - fa102aProject 2 - fa102a
Project 2 - fa102aToogood66
 
Project 3 - fa102a
Project 3 - fa102aProject 3 - fa102a
Project 3 - fa102aToogood66
 
Tinati - the HTP Model understanding the development of social machines
Tinati  - the HTP Model understanding the development of social machinesTinati  - the HTP Model understanding the development of social machines
Tinati - the HTP Model understanding the development of social machinesRamine Tinati
 
#y2soccomp week 1 - the emergence of web2.0
#y2soccomp week 1 - the emergence of web2.0#y2soccomp week 1 - the emergence of web2.0
#y2soccomp week 1 - the emergence of web2.0dan mcquillan
 
New Modes of Research - Teagle Summer Institute - 13_0612
New Modes of Research - Teagle Summer Institute - 13_0612New Modes of Research - Teagle Summer Institute - 13_0612
New Modes of Research - Teagle Summer Institute - 13_0612jeffreylancaster
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogrammedan mcquillan
 
Introduction into Actor Network Theory from Bruno Latour
Introduction into Actor Network Theory from Bruno LatourIntroduction into Actor Network Theory from Bruno Latour
Introduction into Actor Network Theory from Bruno LatourStefan Kasberger
 
Ant Presentation
Ant PresentationAnt Presentation
Ant Presentationthatsmyjazz
 

What's hot (18)

Swarm intelligence
Swarm intelligenceSwarm intelligence
Swarm intelligence
 
Introduction of abm
Introduction of abmIntroduction of abm
Introduction of abm
 
Introduction to Agent Based Modeling Using NetLogo
Introduction to Agent Based Modeling Using NetLogoIntroduction to Agent Based Modeling Using NetLogo
Introduction to Agent Based Modeling Using NetLogo
 
Project - fa102a
Project  - fa102aProject  - fa102a
Project - fa102a
 
Swarm Intelligence
Swarm IntelligenceSwarm Intelligence
Swarm Intelligence
 
Swarm Intelligence Presentation
Swarm Intelligence PresentationSwarm Intelligence Presentation
Swarm Intelligence Presentation
 
Project 2 - fa102a
Project 2 - fa102aProject 2 - fa102a
Project 2 - fa102a
 
Swarm intelligence
Swarm intelligenceSwarm intelligence
Swarm intelligence
 
Project 3 - fa102a
Project 3 - fa102aProject 3 - fa102a
Project 3 - fa102a
 
Building a Citizen Engaged Research Project
Building a Citizen Engaged Research ProjectBuilding a Citizen Engaged Research Project
Building a Citizen Engaged Research Project
 
Tinati - the HTP Model understanding the development of social machines
Tinati  - the HTP Model understanding the development of social machinesTinati  - the HTP Model understanding the development of social machines
Tinati - the HTP Model understanding the development of social machines
 
#y2soccomp week 1 - the emergence of web2.0
#y2soccomp week 1 - the emergence of web2.0#y2soccomp week 1 - the emergence of web2.0
#y2soccomp week 1 - the emergence of web2.0
 
MDST 3703 F10 Seminar 8
MDST 3703 F10 Seminar 8MDST 3703 F10 Seminar 8
MDST 3703 F10 Seminar 8
 
New Modes of Research - Teagle Summer Institute - 13_0612
New Modes of Research - Teagle Summer Institute - 13_0612New Modes of Research - Teagle Summer Institute - 13_0612
New Modes of Research - Teagle Summer Institute - 13_0612
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogramme
 
Margaret Hamilton
Margaret HamiltonMargaret Hamilton
Margaret Hamilton
 
Introduction into Actor Network Theory from Bruno Latour
Introduction into Actor Network Theory from Bruno LatourIntroduction into Actor Network Theory from Bruno Latour
Introduction into Actor Network Theory from Bruno Latour
 
Ant Presentation
Ant PresentationAnt Presentation
Ant Presentation
 

Viewers also liked

Future of Scholarly Communications
Future of Scholarly CommunicationsFuture of Scholarly Communications
Future of Scholarly CommunicationsDavid De Roure
 
The wider environment of open scholarship – Jisc and CNI conference 10 July ...
The wider environment of open scholarship – Jisc and CNI conference 10 July ...The wider environment of open scholarship – Jisc and CNI conference 10 July ...
The wider environment of open scholarship – Jisc and CNI conference 10 July ...Jisc
 
DR2013 Data Science Panel Introduction
DR2013 Data Science Panel IntroductionDR2013 Data Science Panel Introduction
DR2013 Data Science Panel IntroductionDavid De Roure
 
Scholarly Social Machines
Scholarly Social MachinesScholarly Social Machines
Scholarly Social MachinesDavid De Roure
 
Digital Scholarship Intersection Scale Social Machines
Digital Scholarship Intersection Scale Social MachinesDigital Scholarship Intersection Scale Social Machines
Digital Scholarship Intersection Scale Social MachinesDavid De Roure
 
Visual Web keynote at MMSP 2015
Visual Web keynote at MMSP 2015Visual Web keynote at MMSP 2015
Visual Web keynote at MMSP 2015Ramesh Jain
 

Viewers also liked (8)

2066 and all that
2066 and all that2066 and all that
2066 and all that
 
Future of Scholarly Communications
Future of Scholarly CommunicationsFuture of Scholarly Communications
Future of Scholarly Communications
 
The wider environment of open scholarship – Jisc and CNI conference 10 July ...
The wider environment of open scholarship – Jisc and CNI conference 10 July ...The wider environment of open scholarship – Jisc and CNI conference 10 July ...
The wider environment of open scholarship – Jisc and CNI conference 10 July ...
 
DR2013 Data Science Panel Introduction
DR2013 Data Science Panel IntroductionDR2013 Data Science Panel Introduction
DR2013 Data Science Panel Introduction
 
Scholarly Social Machines
Scholarly Social MachinesScholarly Social Machines
Scholarly Social Machines
 
Digital Scholarship Intersection Scale Social Machines
Digital Scholarship Intersection Scale Social MachinesDigital Scholarship Intersection Scale Social Machines
Digital Scholarship Intersection Scale Social Machines
 
Social Machines GSS
Social Machines GSSSocial Machines GSS
Social Machines GSS
 
Visual Web keynote at MMSP 2015
Visual Web keynote at MMSP 2015Visual Web keynote at MMSP 2015
Visual Web keynote at MMSP 2015
 

Similar to Observing Social Machines Part 1: What to Observe?

SOCIAM Book: The Theory and Practice of Social Machines
SOCIAM Book: The Theory and Practice of Social MachinesSOCIAM Book: The Theory and Practice of Social Machines
SOCIAM Book: The Theory and Practice of Social MachinesUlrik Lyngs
 
Towards a classification framework for social machines
Towards a classification framework for social machinesTowards a classification framework for social machines
Towards a classification framework for social machinesElena Simperl
 
Towards a classification framework for social machines
Towards a classification  framework for social machinesTowards a classification  framework for social machines
Towards a classification framework for social machinesSOCIAM Project
 
Machine-Learning-and-Robotics.pptx
Machine-Learning-and-Robotics.pptxMachine-Learning-and-Robotics.pptx
Machine-Learning-and-Robotics.pptxshohel rana
 
Towards a classification framework for social machines copy
Towards a classification framework for social machines   copyTowards a classification framework for social machines   copy
Towards a classification framework for social machines copySOCIAM Project
 
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облаку
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облакуНиколаос Мавридис. От Интерактивных роботов к Человеку-машинному облаку
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облакуSkolkovo Robotics Center
 
SOCIAM: The Theory and Practice of Social Machines
SOCIAM: The Theory and Practice of Social MachinesSOCIAM: The Theory and Practice of Social Machines
SOCIAM: The Theory and Practice of Social MachinesSOCIAM Project
 
Distributed Robotics A Primer
Distributed Robotics A PrimerDistributed Robotics A Primer
Distributed Robotics A Primerijtsrd
 
Virtual Communities of Practice – does technology make a difference?
Virtual Communities of Practice – does technology make a difference?Virtual Communities of Practice – does technology make a difference?
Virtual Communities of Practice – does technology make a difference?Paul Penfold
 
Fuzzing: Challenges and Reflections
Fuzzing: Challenges and ReflectionsFuzzing: Challenges and Reflections
Fuzzing: Challenges and Reflectionsmboehme
 
Machine Learning in Robotics
Machine Learning in RoboticsMachine Learning in Robotics
Machine Learning in Roboticsijtsrd
 
Social networks and ict based services in robotic systems (the social robot s...
Social networks and ict based services in robotic systems (the social robot s...Social networks and ict based services in robotic systems (the social robot s...
Social networks and ict based services in robotic systems (the social robot s...AALForum
 
New and Emerging Forms of Data
New and Emerging Forms of DataNew and Emerging Forms of Data
New and Emerging Forms of DataDavid De Roure
 
Social Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationSocial Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationDavid De Roure
 
Engineering Self-organizing Urban Superorganisms
Engineering Self-organizing Urban SuperorganismsEngineering Self-organizing Urban Superorganisms
Engineering Self-organizing Urban Superorganismsfzambonelli
 
myExperiment and the Rise of Social Machines
myExperiment and the Rise of Social MachinesmyExperiment and the Rise of Social Machines
myExperiment and the Rise of Social MachinesDavid De Roure
 
Scholarly Social Machines Essay
Scholarly Social Machines EssayScholarly Social Machines Essay
Scholarly Social Machines EssayDavid De Roure
 

Similar to Observing Social Machines Part 1: What to Observe? (20)

Social Machines IIIT
Social Machines IIITSocial Machines IIIT
Social Machines IIIT
 
SOCIAM Book: The Theory and Practice of Social Machines
SOCIAM Book: The Theory and Practice of Social MachinesSOCIAM Book: The Theory and Practice of Social Machines
SOCIAM Book: The Theory and Practice of Social Machines
 
Towards a classification framework for social machines
Towards a classification framework for social machinesTowards a classification framework for social machines
Towards a classification framework for social machines
 
Towards a classification framework for social machines
Towards a classification  framework for social machinesTowards a classification  framework for social machines
Towards a classification framework for social machines
 
Machine-Learning-and-Robotics.pptx
Machine-Learning-and-Robotics.pptxMachine-Learning-and-Robotics.pptx
Machine-Learning-and-Robotics.pptx
 
August 29, Overview over Systems studied in the course
August 29, Overview over Systems studied in the courseAugust 29, Overview over Systems studied in the course
August 29, Overview over Systems studied in the course
 
Towards a classification framework for social machines copy
Towards a classification framework for social machines   copyTowards a classification framework for social machines   copy
Towards a classification framework for social machines copy
 
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облаку
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облакуНиколаос Мавридис. От Интерактивных роботов к Человеку-машинному облаку
Николаос Мавридис. От Интерактивных роботов к Человеку-машинному облаку
 
SOCIAM: The Theory and Practice of Social Machines
SOCIAM: The Theory and Practice of Social MachinesSOCIAM: The Theory and Practice of Social Machines
SOCIAM: The Theory and Practice of Social Machines
 
Distributed Robotics A Primer
Distributed Robotics A PrimerDistributed Robotics A Primer
Distributed Robotics A Primer
 
Virtual Communities of Practice – does technology make a difference?
Virtual Communities of Practice – does technology make a difference?Virtual Communities of Practice – does technology make a difference?
Virtual Communities of Practice – does technology make a difference?
 
Fuzzing: Challenges and Reflections
Fuzzing: Challenges and ReflectionsFuzzing: Challenges and Reflections
Fuzzing: Challenges and Reflections
 
Cook et al
Cook et alCook et al
Cook et al
 
Machine Learning in Robotics
Machine Learning in RoboticsMachine Learning in Robotics
Machine Learning in Robotics
 
Social networks and ict based services in robotic systems (the social robot s...
Social networks and ict based services in robotic systems (the social robot s...Social networks and ict based services in robotic systems (the social robot s...
Social networks and ict based services in robotic systems (the social robot s...
 
New and Emerging Forms of Data
New and Emerging Forms of DataNew and Emerging Forms of Data
New and Emerging Forms of Data
 
Social Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationSocial Machines of Scholarly Collaboration
Social Machines of Scholarly Collaboration
 
Engineering Self-organizing Urban Superorganisms
Engineering Self-organizing Urban SuperorganismsEngineering Self-organizing Urban Superorganisms
Engineering Self-organizing Urban Superorganisms
 
myExperiment and the Rise of Social Machines
myExperiment and the Rise of Social MachinesmyExperiment and the Rise of Social Machines
myExperiment and the Rise of Social Machines
 
Scholarly Social Machines Essay
Scholarly Social Machines EssayScholarly Social Machines Essay
Scholarly Social Machines Essay
 

More from David De Roure

Intersection Scale and Social Machines 2016
Intersection Scale and Social Machines 2016Intersection Scale and Social Machines 2016
Intersection Scale and Social Machines 2016David De Roure
 
Big Data and Social Sciences
Big Data and Social SciencesBig Data and Social Sciences
Big Data and Social SciencesDavid De Roure
 
New Forms of Data for e-Research
New Forms of Data for e-ResearchNew Forms of Data for e-Research
New Forms of Data for e-ResearchDavid De Roure
 
Humanities in the Digital World
Humanities in the Digital WorldHumanities in the Digital World
Humanities in the Digital WorldDavid De Roure
 
Scholarship in the Digital World
Scholarship in the Digital WorldScholarship in the Digital World
Scholarship in the Digital WorldDavid De Roure
 
Digital Scholarship Intersection
Digital Scholarship IntersectionDigital Scholarship Intersection
Digital Scholarship IntersectionDavid De Roure
 
Big Data Challenges for the Social Sciences
Big Data Challenges for the Social SciencesBig Data Challenges for the Social Sciences
Big Data Challenges for the Social SciencesDavid De Roure
 
Social Machines Democratization
Social Machines DemocratizationSocial Machines Democratization
Social Machines DemocratizationDavid De Roure
 
The Long and the Short of it: a history of Social Machines
The Long and the Short of it:a history of Social MachinesThe Long and the Short of it:a history of Social Machines
The Long and the Short of it: a history of Social MachinesDavid De Roure
 
Humanities in the Digital Age
Humanities in the Digital AgeHumanities in the Digital Age
Humanities in the Digital AgeDavid De Roure
 
citizens scale scholarly social machines
citizens scale scholarly social machinescitizens scale scholarly social machines
citizens scale scholarly social machinesDavid De Roure
 
Social Machines Paradigm
Social Machines ParadigmSocial Machines Paradigm
Social Machines ParadigmDavid De Roure
 
Executable Music Documents
Executable Music DocumentsExecutable Music Documents
Executable Music DocumentsDavid De Roure
 
Intersection Scale and Social Machines
Intersection Scale and Social MachinesIntersection Scale and Social Machines
Intersection Scale and Social MachinesDavid De Roure
 
Social Machines - A Disruptive Technology?
Social Machines - A Disruptive Technology?Social Machines - A Disruptive Technology?
Social Machines - A Disruptive Technology?David De Roure
 
Music Objects to Social Machines
Music Objects to Social MachinesMusic Objects to Social Machines
Music Objects to Social MachinesDavid De Roure
 
Working out the plot: the role of Stories in Social Machines
Working out the plot: the role of Stories in Social MachinesWorking out the plot: the role of Stories in Social Machines
Working out the plot: the role of Stories in Social MachinesDavid De Roure
 
Big Data and Social Machines
Big Data and Social MachinesBig Data and Social Machines
Big Data and Social MachinesDavid De Roure
 

More from David De Roure (20)

Intersection Scale and Social Machines 2016
Intersection Scale and Social Machines 2016Intersection Scale and Social Machines 2016
Intersection Scale and Social Machines 2016
 
Big Data and Social Sciences
Big Data and Social SciencesBig Data and Social Sciences
Big Data and Social Sciences
 
New Forms of Data for e-Research
New Forms of Data for e-ResearchNew Forms of Data for e-Research
New Forms of Data for e-Research
 
Humanities in the Digital World
Humanities in the Digital WorldHumanities in the Digital World
Humanities in the Digital World
 
Scholarship in the Digital World
Scholarship in the Digital WorldScholarship in the Digital World
Scholarship in the Digital World
 
Digital Scholarship Intersection
Digital Scholarship IntersectionDigital Scholarship Intersection
Digital Scholarship Intersection
 
Big Data Challenges for the Social Sciences
Big Data Challenges for the Social SciencesBig Data Challenges for the Social Sciences
Big Data Challenges for the Social Sciences
 
Social Machines Democratization
Social Machines DemocratizationSocial Machines Democratization
Social Machines Democratization
 
The Long and the Short of it: a history of Social Machines
The Long and the Short of it:a history of Social MachinesThe Long and the Short of it:a history of Social Machines
The Long and the Short of it: a history of Social Machines
 
Humanities in the Digital Age
Humanities in the Digital AgeHumanities in the Digital Age
Humanities in the Digital Age
 
citizens scale scholarly social machines
citizens scale scholarly social machinescitizens scale scholarly social machines
citizens scale scholarly social machines
 
Social Machines Paradigm
Social Machines ParadigmSocial Machines Paradigm
Social Machines Paradigm
 
Executable Music Documents
Executable Music DocumentsExecutable Music Documents
Executable Music Documents
 
Taking IT for Granted
Taking IT for GrantedTaking IT for Granted
Taking IT for Granted
 
Intersection Scale and Social Machines
Intersection Scale and Social MachinesIntersection Scale and Social Machines
Intersection Scale and Social Machines
 
Social Machines - A Disruptive Technology?
Social Machines - A Disruptive Technology?Social Machines - A Disruptive Technology?
Social Machines - A Disruptive Technology?
 
Music Objects to Social Machines
Music Objects to Social MachinesMusic Objects to Social Machines
Music Objects to Social Machines
 
Post-Digital Society
Post-Digital SocietyPost-Digital Society
Post-Digital Society
 
Working out the plot: the role of Stories in Social Machines
Working out the plot: the role of Stories in Social MachinesWorking out the plot: the role of Stories in Social Machines
Working out the plot: the role of Stories in Social Machines
 
Big Data and Social Machines
Big Data and Social MachinesBig Data and Social Machines
Big Data and Social Machines
 

Recently uploaded

Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfjimielynbastida
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 

Recently uploaded (20)

Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdf
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 

Observing Social Machines Part 1: What to Observe?