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Harry Sahyoun

Collective Knowledge Systems: Where the Social Web meets the Semantic Web - 1 views

  • Collective Knowledge Systems: Where the Social Web meets the Semantic Web
  • What can happen if we combine the best ideas from the Social Web and Semantic Web?
  • The Vision of Collective Intelligence
  • ...20 more annotations...
  • The Social Web is represented by a class of web sites and applications in which user participation is the primary driver of value.
  • Collective intelligence is a grand vision, one to which I subscribe.  However, I would call the current state of the Social Web something else: collected intelligence.   That is, the value of these user contributions is in their being collected together and aggregated into community- or domain-specific sites
  • The grand challenge is to boost the collective IQ of organizations and of society
  • With the rise of the Social Web, we now have millions of humans offering their knowledge online, which means that the information is stored, searchable, and easily shared.  The challenge for the next generation of the Social and Semantic Webs is to find the right match between what is put online and methods for doing useful reasoning with the data.  True collective intelligence can emerge if the data collected from all those people is aggregated and recombined to create new knowledge and new ways of learning that individual humans cannot do by themselves.
  • Technology can augment the discovery and creation of knowledge. For instance, some drug discovery approaches embody a system for learning from models and data that are extracted from published papers and associated datasets.  By assembling large databases of known entities relevant to human biology, researchers can run computations that generate and test hypotheses about possible new therapeutic agents.
  • The first approach is to expose the structured data that already underlies the unstructured web pages.  An obvious technique is for the site builder, who is generating unstructured web pages from a database, to expose the structured data in those pages using standard formats.
  • the second approach, to extract structured data from unstructured user contributions [2] [28] [39] .  It is possible to do a reasonable job at identifying people, companies, and other entities with proper names, products, instances of relations you are interested in (e.g., person joining a company) [1] [7] , or instances of questions being asked [24] . There also techniques for pulling out candidates to use as classes and relations, although these are a bit noisier than the directed pattern matching algorithms [8] [23]  [31] [32] [36] [38] [42]
  • Tomorrow, the web will be understood as an active human-computer system, and we will learn by telling it what we are interested in, asking it what we collectively know, and using it to apply our collective knowledge to address our collective needs.
  • The third approach is to capture structured data on the way into the system.  The straightforward technique is to give users tools for structuring their data, such as ways of adding structured fields and making class hierarchies.
  • In a sense, the TagCommons project is attempting to create a platform for interoperability of social web data on the Semantic Web that is akin to the "mash-up" ecology that is celebrated in Web 2.0.
  • An example of how a system might apply some of these ideas is RealTravel.  RealTravel is an example of "Web 2.0 for travel".  It attracts travelers to share their experiences: sharing their itineraries, stories, photographs, where they stayed, what they did, and their recommendations for fellow travelers.  Writers think of RealTravel as a great platform to share their experiences -- a blog site that caters to this domain.  People who are planning travel use the site as a source of information to research their trip,
  • The collection of tags for a site is called the folksonomy, which is useful data about collective interests.
  • like many Web 2.0 sites, combines these structured dimensions to order the unstructured content.  For example, one can find all the travel blogs about diving, sorted by rating.  In fact, the site combines all of the structured dimensions into a matrix, which offers the user a way to "pivot browse" along any dimension from any point in the matrix.
  • This paper argues that the Social Web and the Semantic Web should be combined, and that collective knowledge systems are the "killer applications" of this integration.  The keys to getting the most from collective knowledge systems, toward true collective intelligence, are tightly integrating user-contributed content and machine-gathered data, and harvesting the knowledge from this combination of unstructured and structured information.
  • Structured and unstructured, formal and informal -- these are not new dimensions.  They are typically considered poles of a continuum.
  • We are beginning to see companies launching services under the banner of Web 3.0 [25] that aim explicitly at collective intelligence.  For instance, MetaWeb [35] is collecting a commons of integrated, structured data in a social web manner, and Radar Networks [25] is applying semantic web technologies to enrich the applications and data of the social web.
  • The other major area where Semantic Web can help achieve the vision of collective intelligence is in the area of interoperability.  If the world's knowledge is to be found on the Web, then we should be able to use it to answer questions, retrieve facts, solve problems, and explore possibilities. 
    • Harry Sahyoun
       
      Folksonomies_Semantic_Collectivities Web2_To_Web3
    • Harry Sahyoun
       
      3-étoiles
    • Harry Sahyoun
       
      Activité-A
  •  
    Technology can augment the discovery and creation of knowledge. For instance, some drug discovery approaches embody a system for learning from models and data that are extracted from published papers and associated datasets. By assembling large databases of known entities relevant to human biology, researchers can run computations that generate and test hypotheses about possible new therapeutic agents
anonymous

Microsoft Word - HT06 Cameron 060611.doc - Hypertext2006.pdf - 0 views

  • Despite these individual contributions (which we will revisit in more detail in Section 2), to fully understand tagging systems we believe a holistic approach is necessary. Walker [24] describes tagging as “feral hypertext”, a structure out of control, where the same tag is assigned to different resources with different semantic senses, and thus associates otherwise unrelated resources. However, by considering the entire model, computer systems could make inferences that “domesticate” (to use Walker’s terms) these “feral” tags. For example, tag semantics and synonyms could potentially be inferred by analyzing the structure of the social network, and identifying certain portions of the network that use certain tags for the same resource, or related resources, interchangeably. These tags may be synonymous
  • Different designs and user incentives can have a major influence on the usefulness of information for various purposes and applications, and in a reciprocal fashion, on how users appropriate and utilize these systems. The design of the system may solicit tagging useful for discovery, retrieval, remembrance, social interaction, or possibly, all of the above
  • Other likely explanations for the observed correlation between social connection and common tag usage may be found in the descriptive categories of sociolinguistics which studies how different geographic and social formations structure the coherence and diffusion of semantic and syntactic structures in various ”lects” within a larger sociolinguistic system. Some of these example lects include: dialect (a lect used by a geographicallydefined community); sociolect (a lect used by a socially defined community); ethnolect (a lect spoken by a particular ethnic group); ecolect (a lect spoken within a household or family); and idiolect (a lect particular to a certain person). If we conceptualize social tagging systems within the theoretical frame of sociolinguistics, these and other “lects” seem especially applicable to understanding and classifying the apparent isomorphism between social and linguistic structures we observed in Flickr. The structures, changes, and diffusion within and amongst various “lects” in social tagging systems will likely have similar patterns to those found in social network analyses and in sociolinguistic language maps.
anonymous

Shirky: Ontology is Overrated -- Categories, Links, and Tags - 1 views

  • I want to convince you that many of the ways we're attempting to apply categorization to the electronic world are actually a bad fit, because we've adopted habits of mind that are left over from earlier strategies.
    • Caro Mailloux
       
      need of novelty
  • because it is both widely used and badly overrated in terms of its value in the digital world.
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  • Yahoo is saying "We understand better than you how the world is organized, because we are trained professionals. So if you mistakenly think that Books and Literature are entertainment, we'll put a little flag up so we can set you right, but to see those links, you have to 'go' to where they 'are'."
  • You don't have to have just a few links, you could have a whole lot of links.
  • A URL can only appear in three places. That's the Yahoo rule.
  • They missed the end of this progression, which is that, if you've got enough links, you don't need the hierarchy anymore. There is no shelf. There is no file system. The links alone are enough.
  • One reason Google was adopted so quickly when it came along is that Google understood there is no shelf, and that there is no file system. Google can decide what goes with what after hearing from the user, rather than trying to predict in advance what it is you need to know.
    • Caro Mailloux
       
      Laisser les usagers se faire leur langage et le tagger à leur façon puis, en tant que Google, prendre cette info et l'utiliser pour créer une ''taxonomie''.
  • "Well, that's going to be a useful category, we should encode that in advance."
  • They point to the signal loss from the fact that users, although they use these three different labels, are talking about the same thing.
  • You can also turn that list around. You can say "Here are some characteristics where ontological classification doesn't work well": Domain Large corpus No formal categories Unstable entities Unrestricted entities No clear edges Participants Uncoordinated users Amateur users Naive catalogers No Authority
  • The other big problem is that predicting the future turns out to be hard, and yet any classification system meant to be stable over time puts the categorizer in the position of fortune teller.
    • Caro Mailloux
       
      ne pas prévoir d'avance
  • Here is del.icio.us, Joshua Shachter's social bookmarking service. It's for people who are keeping track of their URLs for themselves, but who are willing to share globally a view of what they're doing, creating an aggregate view of all users' bookmarks, as well as a personal view for each user.
    • Caro Mailloux
       
      chouette description concrète de l'utilisation de del.icio.us!
  • " If you find a way to make it valuable to individuals to tag their stuff, you'll generate a lot more data about any given object than if you pay a professional to tag it once and only once.
    • Caro Mailloux
       
      utilité du tagging
  • Tags are simply labels for URLs, selected to help the user in later retrieval of those URLs. Tags have the additional effect of grouping related URLs together. There is no fixed set of categories or officially approved choices. You can use words, acronyms, numbers, whatever makes sense to you, without regard for anyone else's needs, interests, or requirements.
    • Caro Mailloux
       
      Chouette description de ''Tags''.
  • The chart shows a great variability in tagging strategies among the various users.
  • But this is what organization looks like when you turn it over to the users -- many different strategies, each of which works in its own context, but which can also be merged.
  • We are moving away from binary categorization -- books either are or are not entertainment
  • But they either had no way of reflecting that debate or they decided not to expose it to the users. What instead happened was it became an all-or-nothing categorization, "This is entertainment, this is not entertainment." We're moving away from that sort of absolute declaration, and towards being able to roll up this kind of value by observing how people handle it in practice.
  • What you do instead is you try to find ways that the individual sense-making can roll up to something which is of value in aggregate, but you do it without an ontological goal.
  • you believe that we make sense of the world, if we are, from a bunch of different points of view, applying some kind of sense to the world
    • Caro Mailloux
       
      ''we make sens of the world together thru what's worth aggregating'' = not ontology 
  • we're going to be able to build alternate organizational systems, systems that, like the Web itself, do a better job of letting individuals create value for one another, often without realizing it.
  • If you think the movies and cinema people were going to have a fight, wait til you get the queer politics and homosexual agenda people in the same room.
    • Marie-Noëlle Therrien
       
      ¸Bel exemple pour démontrer la problématique.
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    Un article de Clay Shirky qui nous donne son analyse de l'Ontologie, un point de vue intéressant sur les différentes façons de classer l'information sur le Web.
carlverret

Social Media Content Ideas: A Perpetual Idea System : Social Media Examiner - 0 views

  • Social Media Content Ideas: A Perpetual Idea System
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    Intéressant pour le travail concernant l'initiative sociale. Peut vous aider à cibler votre sujet et votre auditoire!
Mourad Smaali - Maîtrise ès scie Université du Québec à Montréal (UQAM)

CES 2013: ZTE plan Mozilla-based smartphone launch for Europe : Tech Digest - 2 views

François Tremblay

LinkedIn Provides Advice on How to Maximize Their New Endorsements System | Social Medi... - 1 views

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    Conseils sur l'utilisation des endossements dans Linkedin. Article intéressant mais plutôt vide considérant que le contenu est pratiquement repris d'une publication par Linkedin
Eric Kandja

Metadata for the Masses - Adaptive Path - 0 views

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    "Many classification systems suffer from an inflexible top-down approach, forcing users to view the world in potentially unfamiliar ways."
Shany Carle

Is it time to retire the 5-star rating system? - Tech News and Analysis - 0 views

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    L'auteur Colleen Taylor du site Gigaom remet en question l'utilisation des systèmes de pointage 5 étoiles. Il propose de plutôt utiliser un système de comparaison entre deux produits.
rosemaliza5

What you need to know about Apple's LiDAR Scanner in the iPad Pro - 0 views

  • Apple says it can measure the distance to surrounding objects up to 5 meters away and operates "at the photon level at nano-second speeds."
    • rosemaliza5
       
      10m in diameter? what about privacy?
  • Among Apple's existing features, LiDAR will have the biggest impact on augmented reality (AR) and Apple's own ARKit framework. Apple says the new LiDAR Scanner will allow for instant object placement, indicating that users wouldn't need to "scan" their environment before an AR app loads.
    • rosemaliza5
       
      Good insentive
  • Apple also published a research paper in 2017 detailing LiDAR-based 3D object recognition systems for self-driving cars. Essentially, the system leverages the depth mapping of LiDAR and combines it with neural networks to vastly improve the ability of a self-driving car to "see" its environment and potential hazards.
    • rosemaliza5
       
      Good insentive
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    Les nouvelles technologies et la vie privée... LiDAR est une technologie très inintéressante et prometteuse; appliquée dans l'industrie du jeux vidéo, de la médecine, de l'armée, elle a toute sa raison d'être...Je suis interpellée par le fait que cette magnifique technologie soit disponible sur les appareils cellulaires...avec un diamètre de 10m cela fait une très grande circonférence couverte juste pour prendre une photo ou vidéo personnelle; qu'en est-il des individus dans la circonférence? demanderons-nous leur autorisation avant de les filmer? à quelle fin serviront ces images? il y a clairement un problème d'éthique avec LiDAR sur les cellulaires personnels...
Harry Sahyoun

Folksonomies et communautés de partage de signets Vers de nouvelles st... - 1 views

  • Les folksonomies peuvent constituer une alternative aux moteurs de recherche en permettant la construction de parcours et la mise en réseau d'informations mais aussi de personnes.
  • Pour beaucoup d’usagers, la recherche d’information est devenue synonyme de moteur de recherche voire de  « googlisation ». Cependant il existe désormais des alternatives à ce quasi monopole via notamment les folksonomies, mot composé par Thomas Vander Wal à partir de folk et de taxonomy et qui définit la possibilité offerte à l’usager d’ajouter des mots-clés à des ressources. Leurs stratégies de recherche diffèrent de la traditionnelle médiation des moteurs. Nous nous sommes interrogés sur la pertinence des folksonomies et leur intérêt réel dans le cas de la recherche d’information. En effet, la démarche « folksonomique » diffère de la simple requête et suppose d’autres habiletés. Cette analyse s’inscrit dans nos recherches sur les habiletés informationnelles ( information literacy ) Nos travaux sur ces nouveaux modes de partage et recherche d’informations s’appuient sur de nombreux tests des différentes plateformes permettant l’intégration de mots-clés qualifiés de tags. Nous nous sommes tout particulièrement ici appuyés sur les systèmes de partages de signets parfois appelés « marque-pages sociaux », voire signets sociaux (social bookmarks). Nous avons pu d’ailleurs constater que les différents sites d’intégration de favoris ont veillé à l’interopérabilité de leur système le plus souvent en utilisant le format xml. Une possibilité qui n’était pas offerte sur tous les sites il y a encore un an
  • Faut-il pour autant voir dans ces systèmes un concurrent  potentiel des moteurs ? Nous songeons plutôt à les considérer comme des alternatives au sens de cheminements de recherche différents qui nécessitent une construction et non une logique de push
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  • Les moteurs de recherche manquent souvent de pertinence du fait qu’ils reposent sur un tri effectué par un robot. Les folksonomies reposent quant à elles sur une médiation humaine, il est vrai imparfaite.
  • Il est possible d’identifier des « folksonomistes » que l’usager perçoit comme référence ce qui permet facilement ainsi de réaliser de la veille collaborative.
  •  " Combien vous vous trompez, mortels, en voyant dans ce trompeur édifice une tromperie qui veut vous égarer (…) Même si les chemins sont parfois parsemés d’embûches et semblent constituer de mauvaises directions, les folksonomies sont plus fidèles au cheminement hypertextuel. Cependant elles nécessitent un apprentissage voire une tag literacy
  • la participation à des groupes thématiques de veille ou tout au moins à une volonté de mettre ses découvertes à disposition des autres.
  • Trailfire[8]qui permet à l’usager de créer des parcours de sites web avec annotations inclues sur la page. Chaque parcours recevant un tag. Les possibilités pédagogiques sont ici assez évidentes puisque cette technologie permet l’insertion de billets explicatifs ou de commentaires à n’importe quel endroit de la page.
  • Les folksonomies sont parfois critiquées du fait que tous les folksonomistes ne sont pas tous des « gentlemen »
  • Les communautés virtuelles pour ne pas les nommer « collèges invisibles » devenant ainsi le socle des folskonomies
    • Harry Sahyoun
       
      folksonomies_Désintermédiarisation_alternative_moteurs_Par_personnes
    • Harry Sahyoun
       
      2-étoiles
    • Harry Sahyoun
       
      Activité-A
  •  
    Technology can augment the discovery and creation of knowledge. For instance, some drug discovery approaches embody a system for learning from models and data that are extracted from published papers and associated datasets. By assembling large databases of known entities relevant to human biology, researchers can run computations that generate and test hypotheses about possible new therapeutic agents
erikhanley

IBASE launches system for AI and IoT applications | Digital Signage Today - 0 views

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    Un nouveau produit de qualité industriel arrive sur le marché pour des besoins en intelligence artificielle et de l'internet des objets.
carolinebcourcy

Social CRM and Relationships | Social Media Today - 0 views

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    "In a noisy, distracting world, we are bombarded. We start each day feeling as if we are behind. Data noise is everywhere. Over 100 million bits of information come in through your visual system-every second! In the midst of this chaos, you still need to build, manage, and nurture your relationships - both personal and business."
Teresa B

Bibsonomy: The blue social bookmark and publication sharing system - 0 views

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    Permet de faire des commentaires des signalements des nouveautés bibliographiques ; traite séparément les signets et les références documentaires, avec des formats d'export distincts.
Pure Money Making

Web hosting guide - 0 views

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    There are many variables that define a hosting service. We have separated this guide into the most important variables to consider. If you are looking for reliable hosting company, we will help you find the best web host for your website that suits your needs and budget.
Caro Mailloux

Why Internal Social Networks Usually Fail - 0 views

  • the majority of users still seem to prefer using public tools such as Facebook and LinkedIn than their corporate network. 
    • Caro Mailloux
       
      Cela est directement en lien avec mon dernier lien partagé dans le cadre de mon Activité-A! 
  • If you follow some of these tips however you can go some way to ensuring your internal network achieves the results you want.
  • 4. Integrate with existing systems
  • ...1 more annotation...
  • It’s inevitable that staff will move on so you need to ensure that this is an organisation wide project rather than the pet of a particular person or department. You’ve already outlined the purpose of your efforts and the commercial implications of them.  Integrate these with your wider company goals and it will ensure that the network will be central to your strategy and will survive the loss of project champions.  This is a long-term project so it needs long-term support.
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    Un article traitant de l'échec des initiatives visant la mise en place des réseaux sociaux internes en entreprise. L'auteur énonce six recommandations afin d'assurer le succès du développement à l'interne des réseaux sociaux. Auteur : Michael Brito ,article publié le 27 janvier 2012
Émilie St-Jacques

La nouvelle Audi A6 embarque un système de navigation par internet - 0 views

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    La nouvelle Audi A6 intègrera un système de navigation par internet qui permettra à l'usager d'avoir de l'information sur la circulation routière en temps réel. Quelle innovation!
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