[PDF] Top 20 Filtering social media data streams
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Filtering social media data streams
... a data stream management system” (Abadi, et ...new data stream management system called Aurora that aims to solve these ...that streams the data and a performance monitor GUI ...their ... See full document
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Opinion Mining using RSS Feeds and Social Media News Streams
... on social media like ...on social media platform ...xml data files that are used as source of information like news’s feed are useful in giving time to time updates to users from their ... See full document
6
Contemporary Techniques for Data Mining Social Media
... discussed, data from social media websites can be very ...noisy. Filtering algo- rithms are often effective at reducing the amount of noise in data in the data cleansing pro- ... See full document
6
Event Identification in Social News Streams Using Keyword Analysis
... electronic data is available in the current age. This data includes mainly big ...Big data represents the large and rapidly growing volume of information, more or less structured made available from ... See full document
6
Digitizing Sacks? Approaching social media as data
... This data set was annotated, initially, through a form of qualitative inspection that paid attention to some of the interactional features detailed in this ...training data set for classifiers and specific ... See full document
23
Filtering Aggression from the Multilingual Social Media Feed
... After performing exhaustive experiments, we conclude that Deep Neural Network with proper word embedding marginally outperforms all standard machine learning classifier and ensemble techniques. The critical parameters for ... See full document
9
Social Transfer Cross Domain Transfer Learning From Social Streams for Media Applications
... sparse data in different settings of knowledge transfer ...in social networks, tie strength between users is the key factor utilized to bridge two item ...of social networks, using a hybrid ... See full document
7
Detecting drugs and adverse events from Spanish social media streams
... related social media can be used as a complementary data source to spontaneous reporting systems in order to detect unknown ADRs and thereby to increase drug ...days, social media on ... See full document
10
Exploring the Insights on Fake News Detection on Social Media
... the social network owing to the characteristics of higher noise and lower dimension of social media text ...information filtering, short text classification approach [16] presents 8F features ... See full document
9
Extracting Opinion Targets from Environmental Web Coverage and Social Media Streams
... machine learning. Jakob and Gurevych [13] extract opinion targets on multiple domains using conditional random fields. Their approach exploits several features, such as simple tokens, but also part-of-speech and ... See full document
9
Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams
... Corpus-based methods extract subjectivity and sentiment lexicons from large amounts of unla- beled data using different similarity metrics to measure the relatedness between words. Hatzivas- siloglou and McKeown ... See full document
6
A Framework-based Mapping and Filtering for Social Media
... Social media have profoundly changed our lives and how we interact with one another and the world around us (Qualman, 2009; Safko & Brake, ...using social media applications such as ... See full document
18
Parallel Clustering of High Dimensional Social Media Data Streams
... Sequential algorithm for clustering tweet stream I § Online streaming K-Means clustering algorithm with sliding time window and outlier detection § Group tweets in a time window as proto[r] ... See full document
28
Parallel Clustering of High Dimensional Social Media Data Streams
... application: social media data stream ...the data points using high-dimensional vectors that reflect textual content and social network ...real-time social media stream ... See full document
11
NLP/TA FOR BIGDATA
... The Hadoop framework transparently provides both reliability and data motion to applications. Hadoop implements a computational paradigm named Map Reduce, where the application is divided into many small fragments ... See full document
9
Knock Of Advertisement In Digital Social Interaction: Informative Or Intrusion For Social Media Users
... other Social Media ...for social media marketing is to develop such content and messages that individual users will share with their friends, family, and colleagues and that will help a ... See full document
5
An independence display platform using multiple media streams
... produce media stream sources, which includes capturing pixels and encoding ...pixels data from the frame buffer when the hooked application updates the frame buffer each ...the data to one thread, ... See full document
5
Quality management architecture for social media data
... big data systems based on realised imple- mentation architectures of big data companies (Twitter, LinkedIn ...(rectangles), data stores (circles), and data flows (arrows) between ...big ... See full document
26
Swift guanxi data analysis and its application to e-commerce retail strategies improvement
... research streams highlight the importance of trust, which appears to be crucial for successful online ...guanxi data), in order to identify the key consumers’ concerns while making purchase ...guanxi ... See full document
18
Annotations in data streams
... original data and the advice provided by the helper under the usual restrictions of the data stream ...on data that has arrived before the annotation is ...account data held by any of the ... See full document
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