[PDF] Top 20 Survey on Community and Social Networks in Big Data

... to community assignments with greater numbers of intra-community links than expected at random (with respect to a particular null model ...other community detection methods are also available, ... See full document

... is data driven era, from many years companies have been building data warehouses to analyze activity and produce insights for decision makers to act on to improve ...where data from multiple ... See full document

... plug a rich source of geographical, topological, street-level 3. Mash up Techniques and satellite image data into existing websites. Here are Mash up is a term that's become popular to describe Web some examples ... See full document

... to data from various sources like the hospitals database, social networks ...the data-base history of the hospital to locate additional resources which could help in providing faster and ... See full document

... Stakeholder-driven Community Diffusion Survey is the first survey developed that aims to examine change in social network, know- ledge, and engagement properties of stakeholders involved in ... See full document

... Computing, Big Data, Communication technology and Internet of ...challenges. Big Data is becoming a vital transformation for the enterprises and scientific ...IoT, social websites, ... See full document

... the social medium that facilitates community ...of social media requires a Big Data approach in mapping the interactions as social networks, for the interactions of online ... See full document

... the data source and the API (Application Programming Interface) we used to collect ...the data and describe some of the problems we encountered when storing ... See full document

... online social networks (OSNs) have been massively growing, where users can share and consume all kinds of multimedia ...in social media, how to discover the videos of personal interest and recommend ... See full document

... personal data is information ...their data may lose their privacy due to the improving ability of big data analytics to make predictions and draw conclusions about such users basing on the ... See full document

... Relationships data describes the explicit connections and ties between users in the ...this data can reveal social relationship patterns, social network structures and various other ... See full document

... of big data might be petabytes (1,024 terabytes) or exabytes (1,024 petabytes) of data consisting of billions to trillions of records of millions of people all from different sources ...center, ... See full document

... unstructured data was generated and process is going on continuously. The data is being generated and collected from different sources such as, transactions, social media, sensors, retails, audios, ... See full document

... of data mining is to collect the needed and useful information from vast and enormous amount of ...of data mining is used in extracting the unique text which is termed as text mining which is used to ... See full document

... 2) ‘One-Virtual-Switch’ Network Virtualization Model: For dynamic science collaborations, it is common practice to establish connectivity between the sites through dynamic or static point-to-point circuits. Thus, for ... See full document

... massive data, minimizing time- employed and data storage capacity limits (Mariné-Roig & Clavé, ...of Big Data as a tool to analyze the image of Barcelona as a tourist ...massive ... See full document

... A distributed ledger helps to eliminate the necessity of a central third party by maintaining a decentralized pattern across different locations and people. It is basically a ledger of any activity like transaction or ... See full document

... the data on the planet today has been made in the last two years ...of data originates from all around such as sensors which uses to collect atmosphere data, sending information from ... See full document

... of social networks on writing skills was also tackled by Vosper (2007), who believed that students’ usage of instant messaging and other interactive platforms made them more reliant on technology to write ... See full document

... What big data will be good at – and is already very good at – is enabling us to capture a snap shot of ...the big social problems in the world today and make any substantive changes to them ... See full document