Little Data, Big Data and Design at LinkedIn
نویسندگان
چکیده
منابع مشابه
Big Data and Little Learners
Recent advances in the data sciences, particularly within the area of language technology, have been impressive and nonincremental. For example, within the domain of language translation, the application of deep Long Short Term Memory (LSTM) neural networks to large bodies of text have resulted in a 60% reduction in translation errors from traditional methods, significantly closing the gap betw...
متن کاملToo Little for Big Data?
Context and motivation. Trace matrices are the lynchpin of verification and validation activities that must be performed for missionand safety-critical software systems: criticality analysis, completeness analysis, change impact analysis, etc. Studies have shown that automated traceability techniques can achieve high recall and sometimes acceptable precision when used to generate trace matrices...
متن کاملPerspectives of Big Data Quality in Smart Service Ecosystems (Quality of Design and Quality of Conformance)
Despite the increasing importance of data and information quality, current research related to Big Data quality is still limited. It is particularly unknown how to apply previous data quality models to Big Data. In this paper we review Big Data quality research from several perspectives and apply a known quality model with its elements of conformance to specification and design in the context o...
متن کاملBig Data Quality: From Content to Context
Over the last 20 years, and particularly with the advent of Big Data and analytics, the research area around Data and Information Quality (DIQ) is still a fast growing research area. There are many views and streams in DIQ research, generally aiming at improving the effectiveness of decision making in organizations. Although there are a lot of researches aimed at clarifying the role of BIG data...
متن کاملPrivacy and Security of Big Data in THE Cloud
Big data has been arising a growing interest in both scien- tific and industrial fields for its potential value. However, before employing big data technology into massive appli- cations, a basic but also principle topic should be investigated: security and privacy. One of the biggest concerns of big data is privacy. However, the study on big data privacy is still at a very early stage. Many or...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Ethnographic Praxis in Industry Conference Proceedings
سال: 2014
ISSN: 1559-890X
DOI: 10.1111/1559-8918.01029