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Social Knowledge- an internet driven evolution -Politecnico di Milano - Michele D’Aliessi - June 2011Internet is changingo...
SUMMARYWIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVEWEB 2.0KNGINEIBM WATSONWEB 3.0WEB 4.0WEB 1.0A NEW KIND OFINFORMATIONLOOKIN...
GOING DIGITALPHYSICAL MEDIADIGITAL MEDIADIGITAL CARRIERDISTRIBUTED KNOWLEDGENETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. ...
WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. ...
WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. ...
WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. ...
SEARCH ENGINESNew York Timessays americans areTimBerners-­Lee isSearchenginesareWeb 1.0, orweb, refers tothe rststage of t...
WEB 2.0WIKIPEDIAWEB 2.0FACEBOOKLINKEDINQUORAINNOCENTIVE
WEB 2.0FIVE MAIN CHARACTERISTICS:‣A service oriented,“lite” architecture‣Data-oriented collaboration‣Content organization ...
WEB 2.0 TECHNOLOGIESAJAXweb applications can send data to, and retrieve data from, a serverasynchronously (in the backgrou...
CROWDSOUCINGCOLLABORATION & COOPERATION‣ Every user have an active role in surfing the web‣ A strong psychological boost to...
WIKIPEDIAWith 42.9 million unique visitors andrank #8, Wikipedia surpassed NewYork Times (#10) and Apple Inc. (#11)It cont...
A NEW KIND OF INFORMATIONUSER GENERATED CONTENT‣ Social networks are powered by the need to share or keep in touch‣ Users ...
FACEBOOKLaunched in 2004Actual CEO is Mark ZuckerbergThe biggest social network evercreated connects people from allover t...
FACEBOOKLaunched in 2004Actual CEO is Mark ZuckerbergThe biggest social network evercreated connects people from allover t...
FACEBOOK INFORMATIONSOCIAL GRAPHFAVORITESFEELINGSFAMILY, JOB, IDMESSAGESLOCATIONWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOC...
LINKEDINLaunched in 2003Actual CEO is Jeff WeinerLinkedIn operates the world’slargest professional network onthe Internet ...
LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
QUORALaunched in 2010Actual CEO is Adam D’AngeloQuora is a continually improvingcollection of questions andanswers created...
SOLVING PROBLEMSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
INNOCENTIVELaunched in 2001Actual CEO is Dwayne SpradlinInnoCentive is kind of “solutionsmarketplace”......its proven chal...
INNOCENTIVELaunched in 2001Actual CEO is Dwayne SpradlinInnoCentive is kind of “solutionsmarketplace”......its proven chal...
WEB 3.0FROM DOCUMENTS TO THINGSWHAT’S NEW?‣ Machine understandable data‣ Natural language comprehension‣ Meaning and relat...
SEMANTIC SEARCH ENGINEWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS© 2011 Kngine
WEB 3.0 TECHNOLOGIESDocuments marked up withsemantic informationServers which exposeexisting data systems usingthe RDF sta...
KIND OF ARTIFICIAL INTELLIGENCEProject started in 2005Main developer is David FerrucciWatson is an artificial intelligencec...
IBM WATSONWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS© 2011 IBM
IBM WATSONIf used with a small business, Watson could aid with budgeting andplanning where an owner should invest money an...
WEB 4.0WEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
WEB 4.0THE INTERNET OF THINGSWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
WEB 4.0THE INTERNET OF THINGSRelaying on each car sent informationit will be possible to handle the trafficbefore congestio...
PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledg...
PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledg...
PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledg...
BUSINESSCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYNO MORE SPACE,TIME AND ORGANIZATIONAL BOUNDS‣ New business models‣ Moving t...
BUSINESSCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYNO MORE SPACE,TIME AND ORGANIZATIONAL BOUNDS‣ New business models‣ Moving t...
UNIVERSITYCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYMORE DETAILED, ACCURATE AND UPDATEDINFORMATIONS‣ New	  teaching	  and	  l...
UNIVERSITYCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYMORE DETAILED, ACCURATE AND UPDATEDINFORMATIONS‣ New	  teaching	  and	  l...
THANKYOUWIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVEWEB 2.0KNGINEIBM WATSONWEB 3.0WEB 4.0WEB 1.0© 2011 Michele D’Aliessi
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Social knowledge - an internet driven evolution

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The unceasing Internet evolution is changing many aspects of our daily life, both personally and professionally. Internet is an extension of our potential, we are experiencing this transformation day by day. In particular, there are two main areas where this change is more tangible: communication and knowledge.

We now communicate in a very different way from how we did it years ago. Today chat, Skype and video conferencing seem to be routine; we take for granted the ability to communicate for free with everyone we want, anywhere in the world, relying on network services. We also think and learn in different ways from how we did it time ago. When something is unknown to us, we look for it on the Internet: researches on Google and Wikipedia are part of our typical day, to imagine a world without the Internet appears to be pretty hard.

Based on real cases and tracking the main web services trends, this presentation summarizes the impact that Internet evolution had, has and will have on us and in particular on the way we learn and think.

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  1. 1. Social Knowledge- an internet driven evolution -Politecnico di Milano - Michele D’Aliessi - June 2011Internet is changingour lives, the way wecommunicate, welearn and we think
  2. 2. SUMMARYWIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVEWEB 2.0KNGINEIBM WATSONWEB 3.0WEB 4.0WEB 1.0A NEW KIND OFINFORMATIONLOOKING FORANSWERSSOLVING PROBLEMSSMART WEBCROWDSOUCINGDISTRIBUTEDKNOWLEDGEINTERNET OF THINGSMAKING SENSE
  3. 3. GOING DIGITALPHYSICAL MEDIADIGITAL MEDIADIGITAL CARRIERDISTRIBUTED KNOWLEDGENETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  4. 4. WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. We allthanks him for hisbrilliant idea.Search engines arebecoming more andmore quick inproviding results.More info atwww.google.comWeb 1.0, or web, refersto the rst stage of theWorld Wide Web linkingwebpages withhyperlinks. Hyperlinksbetween webpages beganwith the release of theWWW to the public in1993 describe the Web.We think usersshould be able tointeract with thiscontent. We aretrying to develop aninteractive platformThe new platformallows todistribute alldesired content allover the world!It was aone-­waycommunicationNETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  5. 5. WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. We allthanks him for hisbrilliant idea.Search engines arebecoming more andmore quick inproviding results.More info atwww.google.comWeb 1.0, or web, refersto the rst stage of theWorld Wide Web linkingwebpages withhyperlinks. Hyperlinksbetween webpages beganwith the release of theWWW to the public in1993 describe the Web.We think usersshould be able tointeract with thiscontent. We aretrying to develop aninteractive platformThe new platformallows todistribute alldesired content allover the world!It was aone-­waycommunicationNETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  6. 6. WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. We allthanks him for hisbrilliant idea.Search engines arebecoming more andmore quick inproviding results.More info atwww.google.comWeb 1.0, or web, refersto the rst stage of theWorld Wide Web linkingwebpages withhyperlinks. Hyperlinksbetween webpages beganwith the release of theWWW to the public in1993 describe the Web.We think usersshould be able tointeract with thiscontent. We aretrying to develop aninteractive platformThe new platformallows todistribute alldesired content allover the world!It was aone-­waycommunicationNETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  7. 7. WEB 1.0New York Times saysamericans are spending moreand more time browsing theWeb.Tim Berners-­Leeis now working atCERN. We allthanks him for hisbrilliant idea.Search engines arebecoming more andmore quick inproviding results.More info atwww.google.comWeb 1.0, or web, refersto the rst stage of theWorld Wide Web linkingwebpages withhyperlinks. Hyperlinksbetween webpages beganwith the release of theWWW to the public in1993 describe the Web.We think usersshould be able tointeract with thiscontent. We aretrying to develop aninteractive platformThe new platformallows todistribute alldesired content allover the world!It was aone-­waycommunication“Its universality is essential: the fact that ahypertext link can point to anything, be itpersonal, local or global, be it draft or highlypolished.” (Tim Berners-Lee)NETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  8. 8. SEARCH ENGINESNew York Timessays americans areTimBerners-­Lee isSearchenginesareWeb 1.0, orweb, refers tothe rststage of theWorld WideWe thinkusersshould beThe newplatformallows toIt was aone-­wayNETWORKSINTERNETWEB 1.0GOOGLEBOOKSCOMPUTERS
  9. 9. WEB 2.0WIKIPEDIAWEB 2.0FACEBOOKLINKEDINQUORAINNOCENTIVE
  10. 10. WEB 2.0FIVE MAIN CHARACTERISTICS:‣A service oriented,“lite” architecture‣Data-oriented collaboration‣Content organization throughnonhierarchical methods‣Community building and user interaction‣User as the main contributorWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  11. 11. WEB 2.0 TECHNOLOGIESAJAXweb applications can send data to, and retrieve data from, a serverasynchronously (in the background) without interfering with the displayand behavior of the existing pageXML is a set of rules for encoding documents in machine-readable formJSONis a lightweight text-based open standard designed for human-readabledata interchange.FLASHis a multimedia platform used to add animation, video, and interactivityto web pages: it supports bidirectional streaming of audio and video, andit can capture user input via mouse, keyboard, microphone, and cameraFLEXis a software development kit for the development anddeployment of cross-platform rich Internet applications based on theAdobe Flash platformWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  12. 12. CROWDSOUCINGCOLLABORATION & COOPERATION‣ Every user have an active role in surfing the web‣ A strong psychological boost to "give your contribution" that allows many new applications‣ Everyone  can  help  to  solve  a  problem,  to  enhance  a  system,  to  improve  a  specific  topic  ‣ Solu7ons  are  generated  from  volunteers  or  free  lance  professionals  who  get  paid  only  if  you  use  their  ideas  or  just  do  it  for  free“Under the right circumstances,groups are remarkably intelligent, andare often smarter than the smartestpeople in them.”WEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  13. 13. WIKIPEDIAWith 42.9 million unique visitors andrank #8, Wikipedia surpassed NewYork Times (#10) and Apple Inc. (#11)It continuously changes:it’s always updatedInformation databaseWorld largest encyclopedia withabout 3.6 billions articles“A free encyclopedia of thehighest possible quality toevery single person on theplanet in their own language”(Jimmy Wales, 2005)Reliability problem almostsolved using citationsWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Wikipedia
  14. 14. A NEW KIND OF INFORMATIONUSER GENERATED CONTENT‣ Social networks are powered by the need to share or keep in touch‣ Users are urged to enter personal informations‣ The network is based on common interests’ sharing‣ A  huge  amount  of  unique  informa7on  is  created  every  day‣ Social  networks  provides  a  new  kind  of  informa7on‣ Informa7on  is  coming  more  and  more  closer  to  us‣ New  business  models  are  emerging‣ Privacy  is  becoming  a  highly  discussed  topicKEEP IN TOUCHBE CONNECTEDSHAREWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  15. 15. FACEBOOKLaunched in 2004Actual CEO is Mark ZuckerbergThe biggest social network evercreated connects people from allover the world providing updatedfriend’s news and a free way tocommunicate.While doing this, it’strying to create a world socialgraph collecting relations betweenpeople.“The goal of the company is tohelp people to share more inorder to make the world moreopen and to help promoteunderstanding between people.”(Mark Zuckerberg, 2008)WEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Facebook
  16. 16. FACEBOOKLaunched in 2004Actual CEO is Mark ZuckerbergThe biggest social network evercreated connects people from allover the world providing updatedfriend’s news and a free way tocommunicate.While doing this, it’strying to create a world socialgraph collecting relations betweenpeople.“The goal of the company is tohelp people to share more inorder to make the world moreopen and to help promoteunderstanding between people.”(Mark Zuckerberg, 2008)INTEGRATED PLATFORM‣ News about friends‣ Group and lists management‣ Integrated chat and mail system‣ Events planning‣ Applications‣ Commercial  and  fan  pages‣ Specific  and  focused  adver7sement‣ Ques7on  and  answersWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Facebook
  17. 17. FACEBOOK INFORMATIONSOCIAL GRAPHFAVORITESFEELINGSFAMILY, JOB, IDMESSAGESLOCATIONWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  18. 18. LINKEDINLaunched in 2003Actual CEO is Jeff WeinerLinkedIn operates the world’slargest professional network onthe Internet with more than 100million members in over 200states.“LinkedIn is the office, how youstay up to date, solve professionalproblems.”(Reid Hoffman, 2009)WHAT MAKES IT RELEVANT?‣ Create a “trusted network” of professional contacts‣ 1st and 2nd degree connections allow to gain introductions‣ Integrated mail system‣ Find  jobs,  people  and  business  opportuni7es‣ Research  companies,  products  and  their  sta7s7cs‣ Applica7on  plaHormWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Linkedin
  19. 19. LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  20. 20. LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  21. 21. LOOKING FOR ANSWERSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  22. 22. QUORALaunched in 2010Actual CEO is Adam D’AngeloQuora is a continually improvingcollection of questions andanswers created, edited, andorganized by every user.Quora’s team wrote that “themost important thing is to haveeach question page become thebest possible resource forsomeone who wants to knowabout the question.”WEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Quora
  23. 23. SOLVING PROBLEMSWEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE
  24. 24. INNOCENTIVELaunched in 2001Actual CEO is Dwayne SpradlinInnoCentive is kind of “solutionsmarketplace”......its proven challenge driveninnovation methodology andplatform connect Seekers(corporations, governments andnonprofit) to internal and externalcommunities of problem Solversto find solutions to their mostpressing challenges.WEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Innocentive
  25. 25. INNOCENTIVELaunched in 2001Actual CEO is Dwayne SpradlinInnoCentive is kind of “solutionsmarketplace”......its proven challenge driveninnovation methodology andplatform connect Seekers(corporations, governments andnonprofit) to internal and externalcommunities of problem Solversto find solutions to their mostpressing challenges.WHAT IMPACT ON KNOWLEDGE AND SOCIETY?‣ InnoCentive built the first global Web community foropen innovation, enabling scientists, engineers,professionals and entrepreneurs to collaborate todeliver solutions for R&D-driven organizations.‣ The  process  reflects  a  huge  shiK  in  popular  culture,  from  consuming  to  par7cipa7ng  enabled  by  the  interac7vity  characteris7c  of  the  Internet      >>    open-­‐source  science‣ This  new  “problem  solving”  model  is  a  real  revolu7on,  it  means  that  an  indian  college  student  can  overcome  an  american  40  years  experienced  engineer  solving  the  problem  faster  and  with  less  resources.  WEB 2.0WIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVE© 2011 Innocentive
  26. 26. WEB 3.0FROM DOCUMENTS TO THINGSWHAT’S NEW?‣ Machine understandable data‣ Natural language comprehension‣ Meaning and relation analysis‣ Smart search engines‣ Ability to provide exactly what needed‣ Integrated informations and concrete results‣ Web  agentsWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  27. 27. SEMANTIC SEARCH ENGINEWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS© 2011 Kngine
  28. 28. WEB 3.0 TECHNOLOGIESDocuments marked up withsemantic informationServers which exposeexisting data systems usingthe RDF standardAutomated agents to performtasks for users of the semanticweb using this dataOWL adds more vocabulary fordescribing properties and classesXMLWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  29. 29. KIND OF ARTIFICIAL INTELLIGENCEProject started in 2005Main developer is David FerrucciWatson is an artificial intelligencecomputer network system capableof answering questions posed innatural language, developed inIBMs DeepQA project.“We want to develop technologiesfor discovering knowledge innatural language and leveragingthose technologies in a variety ofintelligent search, data analytics,and knowledge managementsolutions” (David Ferrucci, 2007)WHAT IS WATSON?‣ Cluster of 90 IBM Power 750 servers for a total of 2880 Power7cores and 16 terabytes of RAM‣ Watson can process 500 gigabytes (the equivalent of a millionbooks) per second‣ More than 100 different techniques are used to analyze naturallanguage, identify sources, find and generate hypotheses, find andscore evidence, and merge and rank hypotheses‣ The sources of information for Watson include encyclopedias,dictionaries, thesauri, newswire articles and literary works‣ Watson also use databases, taxonomies, and ontologiesWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS© 2011 IBM
  30. 30. IBM WATSONWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS© 2011 IBM
  31. 31. IBM WATSONIf used with a small business, Watson could aid with budgeting andplanning where an owner should invest money and estimating whateffects those possible choices may haveWatson can change the human-machines interactionmaking it more natural and effectiveWHAT WILL THE USE OF THIS TECHNOLOGY BE?Watson can aid doctors as a diagnostic tool taking into account apatient’s full medical history while making a diagnosisWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  32. 32. WEB 4.0WEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  33. 33. WEB 4.0THE INTERNET OF THINGSWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  34. 34. WEB 4.0THE INTERNET OF THINGSRelaying on each car sent informationit will be possible to handle the trafficbefore congestion happensWEB 3.0KNGINEIBM WATSONWEB 4.0CONCLUSIONS
  35. 35. PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledge‣ Social networks: weak links more important than strong ones >> importance of know-who‣ Closer and truly interesting information‣ Internet as an application platform‣ Easy, fast and more effective web  browsing
  36. 36. PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledge‣ Social networks: weak links more important than strong ones >> importance of know-who‣ Closer and truly interesting information‣ Internet as an application platform‣ Easy, fast and more effective web  browsingMOREPRODUCTIVITY
  37. 37. PEOPLECONCLUSIONS: PEOPLE BUSINESS UNIVERSITYINTERACTION, COLLABORATION, COOPERATION‣ We depend on each other for knowledge‣ Social networks: weak links more important than strong ones >> importance of know-who‣ Closer and truly interesting information‣ Internet as an application platform‣ Easy, fast and more effective web  browsingMOREPRODUCTIVITYMOREPOTENTIAL
  38. 38. BUSINESSCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYNO MORE SPACE,TIME AND ORGANIZATIONAL BOUNDS‣ New business models‣ Moving to people and knowledge based paradigms‣ From IT-based knowledge management to Community-based knowledge management‣ Crowdsourcing as an extremely powerful tool‣ Open-source science and innovation
  39. 39. BUSINESSCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYNO MORE SPACE,TIME AND ORGANIZATIONAL BOUNDS‣ New business models‣ Moving to people and knowledge based paradigms‣ From IT-based knowledge management to Community-based knowledge management‣ Crowdsourcing as an extremely powerful tool‣ Open-source science and innovationDRIVING INNOVATION TROUGH MASS COLLABORATIONAND CREATIVITY IS KEY FOR STAYING COMPETITIVE
  40. 40. UNIVERSITYCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYMORE DETAILED, ACCURATE AND UPDATEDINFORMATIONS‣ New  teaching  and  learning  tools‣ Interaction and collaboration‣ From passive to active learning‣ Again no more space, time and organizational bounds
  41. 41. UNIVERSITYCONCLUSIONS: PEOPLE BUSINESS UNIVERSITYMORE DETAILED, ACCURATE AND UPDATEDINFORMATIONS‣ New  teaching  and  learning  tools‣ Interaction and collaboration‣ From passive to active learning‣ Again no more space, time and organizational boundsDYNAMIC, INTERACTIVE AND UPDATED LESSONS
  42. 42. THANKYOUWIKIPEDIAFACEBOOKLINKEDINQUORAINNOCENTIVEWEB 2.0KNGINEIBM WATSONWEB 3.0WEB 4.0WEB 1.0© 2011 Michele D’Aliessi

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