The Social Graph proposes a new approach for navigation within content and related resources and also improves social interaction among users. It can be enriched using the content directly created or generated by users. The social graph has been selected by Europeana and posted on the europeana professional portal and
web pages:
http://pro.europeana.eu/web/guest/thoughtlab/new-ways-of-searching-and-b...
Social graph is an application that allows to view and interact with the portal's elements. With a graph representation is possible to see for each object (video, user, group etc.) the elements associated, according to the existing relations. The basic idea for this navigation tool is to make the user experience much more intuitive, associative and social; this will definitely lead to find new connections within the content and with other users.
The Social Graph is available on different social and best practice networks such as
http://www.eclap.eu,
http://www.disit.org,
http://smnet.disit.org. It can be intaziated from Linked Open Graph application:
Linked Open Graph: browsing multiple SPARQL entry points to build your own LOD views
A number of accessible RDF stores are populating the linked open data world. The navigation on data reticular relationships is becoming every day more relevant. Several knowledge base present relevant links to common vocabularies while many others are going to be discovered increasing the reasoning capabilities of our knowledge base applications. In this paper, the Linked Open Graph, LOG, is presented. It is a web tool for collaborative browsing and navigation on multiple SPARQL entry points. The paper presents an overview of major problems to be addressed, a comparison with the state of the arts tools, and some details about the LOG graph computation to cope with high complexity of large Linked Open Dada graphs. The
http://LOG.disit.org tool is also presented by means of a set of examples involving multiple RDF stores and putting in evidence the new provided features and advantages using dbPedia, Getty, Europeana, Geonames, etc. The LOG.disit.org tool is free to be used, and it has been adopted, developed and/or improved in multiple projects: such as ECLAP for social media cultural heritage, Sii-Mobility for smart city, and ICARO for cloud ontology analysis, OSIM for competence / knowledge mining and analysis. Keywords LOD, LOD browsing, knowledge base browsing, SPARQL entry points.
See more details on
LOG.disit.org on dedicated web page.
Social Graph
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)
Figure 1: Example of Social graph
How to improve your connections with Social Graph on ECLAP or DISIT
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Creator: if you upload content by using the upload web page. http://www.disit.org/drupal/?q=ugc/fastupload a link is going to be present here
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Groups: you can subscribe to groups: http://www.disit.org/drupal/?q=og
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Favorite: you can mark as favourites the content in the list, see for example the "mark as favourite" in the "Actions" offeatured content http://www.disit.org/drupal/?q=home/promoted
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Taxonomies: each content has associated with a taxonomical Classification. You can browse it from the right side block, you can associate at each element one or more taxnomical elements.
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Collections: you can create and publish your collections composing them by using content see content aggregation tools: http://www.disit.org/3738 (this is not active on DISIT, but you can see on ECLAP)
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Annotations: you can create your annotations among audiovisual by exploiting MyStoryPlayer, see http://www.eclap.eu/3748 (not active on DISIT but accessible on ECLAP)
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Comments: every time you play a content, you can attach it a comment, see below the player.
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Related Objects: every time you play a content, a selection of related content is offered. DISIT provides to you a selection of similar content. They can be typically computer taking into account similarity by metadata and/or by content shape/image.
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Colleagues: you can establish connection with your colleagues, import contacts, send invitation, and mange them see: http://www.disit.org/drupal/?q=user/friends .. Potential your colleagues are also offered: http://www.disit.org/drupal/?q=user/friends/neighbours
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Publications: you can upload content on DISIT by using the upload web page. http://www.disit.org/drupal/?q=ugc/fastupload (the typical upload for DISIT)
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User's favorites: you can mark as favourites the content in the list, see for example the"mark as favourite" in the"Actions" of featured content http://www.disit.org/drupal/?q=home/promoted
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Group member: you can see the members of a group. You can join more groups http://www.disit.org/drupal/?q=og
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Administrators: you can see who are the administrators of the group. You can ask to open you group on DISIT: http://www.disit.org/3732
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Writer: who has created a document, created a comment, etc.
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Cited By: names of DISIT users, very important people (links associated with dbPedia) and generic person names that we have found with our data mining algorithm via natural language processing. over 25000 names have been identified in ECLAP and more than 2000 VIP names. All these names are extracted from free text metadata and solved as links from the metadata of objects.
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Synonymous: person names as VIP names may have synonimous, they are found and managed to simplify your navigation. All these names are extracted from free text metadata and solved as links from the metadata of objects.
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Belong Object list: content contained into a collection and/or play list
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Featured: are the objects that have been placed in the list of featured content of DISIT: http://www.disit.org/drupal/?q=home/promoted Only the group coordinator can put in evidence content in the featured list.
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Places Location: associated locations identified as LOD via Geonames, allowing the navigation into the structure of the structure of the geonames entities
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Broader: a broader location with respect to a place.
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Narrower: a narrower location with respect to a place.
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Formed: a location can be formed by several elements / places.
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Cited Names: person names cited in the object metdata. Names of DISIT users, very important people (links associated with dbPedia) and generic person names that we have found with our data mining algorithm via natural language processing. over 25000 names have been identified in ECLAP and more than 2000 VIP names. All these names are extracted from free text metadata and solved as links from the metadata of objects. (for a complete example see ECLAP)
Most of the LOD are also accessible on DISIT(active soon) by using the so called Social Graph in the home page of each user. Via the Social Graph, any user may navigate among the several relationships established among, content, users, annotations, vip names via dpPedia and location via GeoNames. The SocialGraph of each user is accessible from citation of that user into the content metadata, see for example the social graph of Paolo Nesi. on ECLAP.
Where is it?
Social graph is currently used on ECLAP, DISIT and on SMNET located below your media player in execution the relationship of that content with people and other content. An example is reported on figure2: in this case the user is watching the video you PARA | DISO and, how we can see, in the inferior part of the screen is already present Social graph (the frame pointed by the arrow). Social graph is also present in the page after user login, it shows the latest information related with the user, like: the last colleagues added, latest publications etc.
![](data:image/png;base64,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)
Figure 2: Social graph (indicated by the arrow) is located under the media player.
The Graph
The graph is made from nodes and arcs. The nodes could be displayed in two forms, rectangle or circle, depending on the type of the object represented; the rectangles represent the DISIT’s elements, like video, images, users, groups and annotations, whereas the circles are fictitious nodes introduced for representing a specific existing relation between two or more different objects; for example they show with more clarity the groups which include a video or the users that prefer a content. The arcs show the links between objects and they have a direction for read uniquely the relation.
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)
Figure 3: The components of the graph. (a)Element (b)Relation (c)Arc
The functionalities
In Social graph different functionalities have been introduced to increase the usability of the applications and favor the navigation. First of all, if we pass with the mouse over a node, this will be highlighted with his connected elements, for make it easier to understand the links.
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)
Figure 4: Focus on a node. (a) Normal representation(b) With the mouse over we have focus of you PARA|DISO and its relations.
With the mouse wheel it is possible to zoom in the section of the graph indicated and increase or reduce his size.
While the left click of the mouse is pressed or the touch screen is touched in a free space of the visualization, it’s possible to move the graph. While a node is clicked it is possible to drag it and drop it everywhere, fixing it in that place. During this move the other nodes would be repel from it.
With a click of the mouse, or touch, for the mobile devices, on a node, appears a menu, the navigation panel.
Social graph’s navigation panel.
This navigation panel is made by three buttons:
Figure 5, Navigation Panel
The first, Explore / Reduce, provides to call the function for exploring the clicked node, showing the connected elements. For example, (figure 6) if we want to know which objects belong to the taxonomy ‘Dance’,we can click over it to display the menu (figure 6.a) and then select Explore (the result is in figure 6.b).
![](data:image/png;base64,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)
Figure 6: Example of exploration. (a) Navigationpanel for Dance taxonomy (b) Result of the exploration.
In addition, if the selected object was already explored, this button gives the possibility of reducing the graph, deleting the objects connected with that node. For the relations and for the nodes
more exploration is called with one click.
The second button is
Focus and it permits to centralize the visualization on the selected element showing only his relations.
The last button,
Open, allows to open, in the media player, the selected object. Actually this button is not activated for all the
ECLAP’s contents, but only for: multimedia contents (the axmedis objects), users, groups and taxonomy. Opening a user a group or a taxonomy element, makes appear an alert window wich ask if we want to continue. The confirm clears the social graph and opens the requested page.
Extra
As you can see from
figure1, there are also buttons and particular nodes in social graph whose purpose is to increase the usability.
![](data:image/png;base64,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)
The special node
‘more’ contains, other objects of a relation and, if explored, it will add them to the graph.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADkAAAA5CAIAAAADehTSAAAS0ElEQVRogc1Z+1dTV77377tdbYWgAgGUp4oBNDwSIAmQgAJOta7OjL12Blvr3HvnttVp0da2tqOgoECVR60uSHLe7/c+z5zkJPeHfRICaGfWnbXu7Xd91sn3+93fx2d/9z4Ja3Ho7t27q6urW1tbz39j8uzZM6hsbW09ffr09u3bh1ZXV3meNwxD/1flX6/whrqGwbLswsLCoc3NTdu2S79tMU1zeXn50PPnz3VdL5VKnucVi0XPKxUKpWKx6HleoVDwPA8qlaVCwfO8QrFYLBRKhULJ82BkvlBwi8V8oVCozionFj2vElmoLr6vo1fwivlCsVC96pVKJU3THj16tMsVdoGlK/0qRcueYqUl1At+3YLn5QuFfDXL6vRisVgs7ivl7etYLBaLXrFY8LxyCqwDuT5+/HiXa74shUIBPqEc9FSblZR/6DxY6tfDKgF7uBqGUeGay+Vc14VxruvCtGpPtRPqFf+bnJVSUDlY/GD9audruFaC8gekskXYLp/P5fP/MKwqoWoDBxfz+Vw+n3vDat513ddwhRMtV94j+T3enOs6+XxuX8y+A/mnJee6jus6b1zO5V7D1XH2ty9Hu7ndlX088o7j5vMF180DABRFAUDP5XxPddiBxH10cwd65aHpOAe4Fosl287lcvmDcBy3Wncc13F2zVKp5LpeOp25f//+gwcPslnUNB3XLVRn/S8A0x3Hte03cC1TeSNsO1eB6+bzec80zRcvXt648enY2NjFixd/+um5adq5XP6fqXYQFaKVdMtyisW931meV7Qsx7Zd28rbVr6aUyXNtvO2lbctv6ht27Is//DDD5cuXZqampqcnJyenl5aeqLrpusW9lX4dViWs7fRbl/LyhWLRU1TlpYe+XP1vKJp2paVs0zXMl3LcqoBy1lmzjJdy8rBI97e3r558+aFCxempqZmZmbOnz8/PT396NESAEYul9/NOljHcizLMU3bNO19Aa8N87wqrrquFwqeYdim6ZqGaxquaeaqYZmuaeYM3bHMvFcoKYr68OHDq1evTkxMJJPJmZmZ2dnZqampCxcuLC4saZrpOAXTzFl7i+z3GI5lOvtiDNM2DAvOxfcYjueVNFDFNV8o6MAydNfQXdNwDT1XBQf6Xafk5kqZNPL555/PXpxNJBKTk5MzMzMzMzPT09OpydT58+cXF5Y01cw5nmnkKrDg/o2cacCCrqG7pp6r8uRMPWfqOUO3DcMyDNs0oJnTgeMVSmAPV7ega5ahO4bu6MCBStm0TNMtFEqypK2uPvvooz/HYrHxifELFy5Ml+XChQvJZHJycnJ56amhO45d5mo6puFfHp+36VomHIejA1sHtt/Fh23olqFb0DR0B2hWwS0CoC4tPT70/PlzAEAuVwCqpQNbBxbQoGLrmm3ojmPnTcshCOqbb+5NT0+PjIxMTk6e3y9TExMTqVTq739/QBIsTYkkwZEES5I0QVAkwVAEx9CiKGhAs00jV5mIDmygWUCzgG4D3dZgX2Brug10Wwe2ppp51wNAW1paOrS+sa7rwHHyqmLCNU01dWCriqEDyzJdVTF++eXVtWt/SiQSiUQ8lUpNvk6SyWQqlZqbuz4///XXd7+7M//t/FffzM/fvXPn6zvz39y98+333/24uPDk+bOtVy/TBE7LklbhqqkmALYGLFU1gWYBYKuaqWomALaqmK7r+d9ZG5Cr7cqSripGBZpq2rYrCNL9+z/Mzs6Ojo7G4wk4vGSVTExMTExMJJOpZHJyYiKVTCZTqclUaiqZnEqlJithqVQqmUylUpOzsxevXbt29+7XW5s/UyQnS7oOHE21FNWAUBVTVUxFNWRFVxRDlgw35wEA/LkCABwnr8g6pKgqBtCsvOtlMuinn/5lIpmKRqOxWAzSGh8fh8+9kpyYSI2PJxOJRCwWi8Vio6OJWCw+WpZYbHRkdGRkZHhkZCQejyeTyUuXLs9/9U16BxN4FWi2BixVMzXN0hRLVUxVM1XNUFVzD9eNjXVd1x3HlWRdkU1ZNhXFtC1HksTPPvs8HB6IRKJjVQKpje2XcR/jEDAS2mPjfpKfFYvFIpHI0NDQ+PjEJx/fWF19xjISALamWYpiKLKhyIasGLJiKLIhiXrOKQCgLS09PrSxsQ4AsCxHEIEkWYJgiqJh25aqSh9//HFHR9fw8OjY2Fg84cvY2FgikYjHfUc8Ht+jjyfi42OJsVgiMTo2Fh9PjI3FEol4YmxsbGwsEY/HqnMHBweGhgY/vPrhk+U1lpGAZiuyIUu6LOmiBCRZlyVdFDTHdgFQl5YeHdrYWNc0zTBtQQCSZIqiIQq6pgLPK21ubl66dGVwIBIO948Mj8Tj8fL5jo6MjFT00VFfj8ViI6Mj0eFoJDIUiQxGo5HhaDQ6FIkMRaLR6MjIyOjoaKVILBaLx+NDQ0ODA4N//MO/P/tpQ+BVRTZk2ZBlA3JVZEN4DVcjJwi6JJn+tgQNaI7neSRJzv15bnR4JNx3dmhwcKQsw8PDZSU6PByBF3F4ZDhaJZFoJBqJ+HokMjg4FA4PDgwMVXKhDAwM9Pf337z5l5e/7EiSrqimJOuSDCQZSLLOC5ptu/5vLLwDhpHjOCCKuiQCSQSioAmCpmlGPl/QVG3hwcPxxFhvb+/g4GA0Gh0eHobP4eHhaDQSjQ4ND0fhFZyenp6bm7t58+Ynn9z4BMqNGzdu3Lh+/fr771+JxcYGBgb7+/sjkQgsAqW/vz8SGf7m6+9ZVhYlXZSAKGmipIkS4HjVsnO7XOFcOQ4IAhBFTRQ1XtQ4QeNFTVENx8nnHAdFsQ8//DAUCvX19Q0ODg4NDUUikUgkMjQ0ODQ0EIkMhs+d6w8PzM/fZVhWURRJUGRBFiVZlBRJUmRR5jgOw7Dvvvs+FovBbcPtRSKRgYGBUKjn6h+vrq+/4HlNlAwechA1hlNM2/V/CzY3N1RVkWUdxwWKFClaoGgBp3icFghaIEiOpDhV1fL5AsMw8/Pz0Wi0ra3t3LlzA770DwycGxgI9/WGwn393357X5I103CAbAHF1ICpAhNopq6ZOjBt2zEM6+eff06lUqdOnxqolOjvP3u2LxqN3r49j+MCzSgELeC0gFM8grOqbgEAlpeXD21ubsqyxHHSTppAECqLkBCZipIlMhmMIBnLyulAf/r06eXLlzs7O0+ePBkOh/v7w+Hwuf7+cG9P6GzfuVu3v9zeQTGMyaaJTBpPZ/BMFs9k8EwGT6exLEIoql4qlZaXV2KjsZMnu/rD/f3h/v5w+NzZsydPnbx69dovLzIoymRRKoOQWZTaTuOSrGma6nOVJIllhe0d1GeWJcoKDvV0lshkifQOJolqsVjCcfz69bmBgYHOzs7u7u5z586Fw/2hUKinp/eLW1/tpDGcYA+UIrIImc4Q2zsoz8l5t3jz05ttba1n+86Gz54L953t6+vr7Oycvfjek+Wf0mkcZmURcnsHkyRVVVV4BzZlWWY5cSeNISgF6yIoVR4tBXUEpbIZPL2DEgTjODnLsu/duzc+Pt7Z2dnZ2dHb29vd3R0KhW7d+iqdwSFX2M8vlSVgkZ00ls3gBdf78ccfw+Hw6dOn+3p6+3p7e3t7u7q6ksmp7797sLODohiVQcksQm3vYKKkqqq6vLzkz5XjpXQGR1BqL2gEYRCEQTEaesrtaUFUbdtJpzPvv3+lvb2tq6urta21q6vr1u35TJbACfZAKR/ZLIFkCdvMb2xsTU5Otre3nzlzJhQKhUKhjo6O0ZH4nfl7mQyO4TSC+XuTJEVV5aWlRz5XhhVeM9csmc3SCELDkcClTJbYSRNZhKRp1rIcWZbv3JkPhUL19fVtbe1/+/JuJktiOFM5+n1zTWdwFCEt0335y6vp6ekTJ050d3efOXOmu7u7o6MjGhn52+076TSKoGQGweEdECVFVeXl5cf+HWBYYXsHQxDSR5ZEEArJUghCIVkSyVJItuInEYTKZPD0DkqSrGE4OjBWnq58fP2TuT9df/jgcTqN4xiDZMmqFCqL0EiGQrNkNk2gCJlz8j+tPYvH4ydOnDh16tTp06dPnz7Z1nZ8ODo6/9W9TBpDUQrm7mzD+6r4d0CWZZ6X0hkCRSkMpTGURhFfwVAK6lUePwBFqEwaR7KkIgPbdFiay6aRVy/T2QyBoUwlHkUoDGVQlEURGs9SaJokcKZUKn199257e3tra2sXlJMdLc0NifjYD/cXsxkCxxiYm97BZUlTVbXynSULgpzJkmgVm3+ISrlMmiBwVhJUgZMInMFQCkOpvcEMhrIYymAIRREs0ExBEC9dulxXV9fe3t4JX8+O9vpjR85PTa+tbqIIhWMMrJ9JH+TKy5k0gVWGh1R12j9RnyhJcATOEjhP4AKOcRhKEzhL4iyJMyTOEDhL4CyBcwTOEThP4DyGMgTOiILCc+LNv/xH18lTwWCwvb29o6OjvaOj9URrU0PjH//w4c42hmNs5ej2z1VRFJ6X4eRhRGVmkFa1BzoJnMUxBsdoHGNwbFcnMIrAKML302WwKMLsbKOvXu6sP9/6r//875MnTx07Vt/W1tba2trW1tZ64kSwsfFsb9/fbn2FIjSBsyhCIVkSzlUS1T1cBUHMZjAMZfzhYySOEzhOYziD4QyO0eWTpSiKw3Hy+bP1xYePFx8+Wlz08Wjh8aOFx4u+QPPRwsLC4uLi4uLjhYeP7t37bm7u+vDwcOvxE431DS0tLa2trcePHz/RcrwpGKyrO3L58pVnzzZQhKpsEkPpTJpQZKBp2i5XSZKQLI5j/tnhOEkQBEEwGMFiOEOU6VIkZxjO+sbm0FD0dNfpUHdPKNQT6gn19PT2hvp6zvSGQqEe6DjT1xvqDfWE4O9ZT0/fmTNn2trb6uvrjx052hJsOnH8eEtLS0tLS3OwqeFYfXd36Msv5zGMJAmWwBnCb8pkM6Sq6Hu4iqKMImTlZAmcJgkax2kcZwiCxTEGvjSyBGQZ/PWvf3377bff+re3ag7XHj58+PDhwzU1NTU1tf5nTU3ZVwv1mpqa2tra2trAkSNHgsFgc3NzS3NLS3Nzc0tzc1PL0br6xvqmuT9/8uLnVyTJUiRHEiycK4GzSJZUFLCPq4IiJEn4IyRwBu6PxBnSf0tYDKV04BAE/cEHH9TW1tbX17e0tDQ1NTU1NTU3Nzc3N1crB52+3tTk021pCQYbDx+uOXqk8eLs+z+tbdIUXz1UAmdIgkGyxH6ukqRiKE0SLEn4O6sGRfJwr4buEDj1+w9+X1dXd/To0aZgsBFKMBiEejDYuOtsbAwGGxqD0AkDgkHfDAQC77zzdjDYNDtzaW11HcdoiuRgazgpqKAIqarlO7CxsSHLsiypOMbA6DeBwBnI9cqVK++++24gEGiorz/W4ANKtXmsvv5IQ2NdQ+Ox+ob6+vpjx44dOXY0cKTucG3NuzWHA3V1XV2d1z766MXP25AoTfEHm+IYrWmGpmnLy0uHNjY2FEWRZQ1yPTjaaq5AswRemrs+99Zbb73zzjt1dXW1gdqautraQKAWSl2gti5QG6gN1NYGAnWH6468WxuoCQTqAoFAIFBbF6gJ1B6urWlqaf7de+8tLi5kswhN8Qwt7OsIFZriMZRSK3cAclVkQOAsTQk0JcD90RQPFZgD6bKMmHPcF79s9feHGxoaGhoaguXzfa34VyLY1NTU3N7eEQ4PzM7+7rPPbq2trWczGEPzPCcxtEBTAkVyNLXbtKLgGA32zVWRAYFzkCtFCgePAyYTOKvIqmGo29uv1tZWV1dX1tZW11ZX19Z+HWsrq2vPnq2/ePFyZyfLMZIBHEXWGVqkKZ4iBYrcpVh+8tCJY4yuGRp4DVc/aB9LiuQYWqApniI4kmBEQSzkvVKxVCqW/7lb0V/rLJU8r+QVSq7r6cAUBbUyi2paezpSLEWxkCuo5qqqqqLAO8D7IPnKfYD3yffTPE3x5b8EWAJnyy+srx90ll9t6K8cEQfL7lam+Eo7muJpmqUZlqY4AmcAMHfvgKqqqgJIgoPJZfAVnWWEvUt7VhmaP2C+Vt9vsozAMuKBygJDCwzDMQxH0zyBs7pu7eWqahTFsKxfi2U5hmUYmqvOLHfiyybsx7Osb7KMyDA8w3C7JBiOZXmGERhaZFkBRrKMyNAiQ/MsC1e5chhsIbKMwDAcTbMMI5AEp++fqwooimFZgWVElhFZlmNZhmX5ssmzLA8ZsIxQNuESNIU9kfvMX0vch/2JFMkZ1XPVNFXTdJpmOU4og+c4vsr858D+qs6+bulX6/CcyNCcYZiapi4tLR1aX1+Hd4AkaZpmq8DtNf8fwDAcSdK6bvhct7a2TNPM5/MAGIZh/tYAgF4oeKZpPH369NDKygrLsrquawcEAA2Ag+7/U1FVVdcBTdMPHz48dPv27cXFxZWVlSdPnjx5svzbw5OVlZWFhYUvvvjifwCOzFWIyH8ggwAAAABJRU5ErkJggg==)
In the upper left you can see the
back button, that allows you to retrace your steps restoring the previous situations.
In the opposite side there is a series of buttons:
-
Help: A handy guide.
-
Re-center: Re-center the graph over the principal node.
-
Zoom In: Increases the size of the visualization.
-
Zoom Reset: Brings the zoom’s level to normal.
-
Zoom Out: Decreases the size of the visualization.
A menu was inserted under the graphs box, where are listed all the types of relations available for the objects.
It is possible to deselect one relation to make disappear it from the visualization with its derived objects. Selecting it make the opposite happen. With the buttons
select all and
deselect all is possible to start a new guided search: for example, if we are interested only in discovering the users that have favored
you PARA | DISOwe can deselect all the relations ,with the button deselect all, like in
figure 7.a, and then add only the
Favorite relations,
figure 7.b .
Figure 7: Example of search with the relations. (a) After click on deselect all button, the graph contains only the node of you PARA | DISOwith no relation. (b) After add the favoriterelation,we will see the users who favored you PARA|DISO.Bookmark/Search this post with: