The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
Welcome to the Ninth IEEE International Conference on Semantic Computing (ICSC 2015). Building on the success of its predecessors, ICSC 2015 continues to be a major international interdisciplinary forum for information exchange and discussion on topics related to major advances in semantic computing, an emerging field that addresses technologies which facilitate activities that allow users to create,...
Welcome to the Proceedings of the Ninth IEEE International Conference on Semantic Computing (ICSC 2015) in Anaheim, California, USA. ICSC 2015 continues to foster the growth of a new research community. This edition of the conference builds upon the tradition and success of the past ICSC series as an international forum for researchers as well as practitioners in academia and industry to present research...
In this talk I will discuss examples of how Amazon serves customers and improves efficiency using learning algorithms applied to large-scale datasets. I'll then discuss the Amazon approach to projects in data science, which is based on applying tenets that are beneficial to follow outside the company as well as inside it. Last but not least, I will discuss which learning algorithms tend to be most...
The twenty-first century brought a new revolution in information technology. Capturing, storing, and sharing photos have now become easier than corresponding operations using text. This is a major change in the way information gets created, communicated, and consumed. According to estimates the number of photos captured in 2014 is 900 Billion! A photo represents a moment. The moment is usually related...
There is increasing awareness within enterprises of the many opportunities becoming available through adoption of emerging technologies and tools that utilize machine intelligence. A transition from reliance on conventional technologies and legacy data stores to more knowledge oriented semantic computing capabilities that make use of natural language processing and text analytics, video analytics,...
Big Data has become a new source of opportunity in terms of Semantic Computing. Unlike traditional data sources, Big Data applications present their own unique challenges in order to appropriately harness the utility of open source frameworks including Apache Hadoop and design patterns such as Map - Reduce. Through these advances, Big Data has become ubiquitous across all areas of research allowing...
ICSC-SMM'15 is the fourth International Workshop on Semantic Multimedia. The aim of the workshop is to promote the state-of-the-art research regarding semantic multimedia. The ICSC-SMM' 15 workshop provides a forum for researchers, engineers, and scientists in affiliated disciplines to present their latest research progress, exchange brilliant ideas/thoughts, and explore new research directions. We...
Ranking and Adaptation (used interchangeably) is often carried out using functional and non-functional information of Web Services. Such approaches are dependent on heavy and rich semantic descriptions as well as unstructured and scattered information about any past interactions between clients and Web Services. Existing approaches are either found to be focusing on semantic modeling and representation...
We have developed an ontology based framework that evaluates compatibility between processing modules within an end user development framework, using MIT Lincoln Laboratory's Composable Analytics environment [1] as a test case. In particular, we focus on inter-module semantic compatibility as well as compatibility between data and modules. Our framework includes a core ontology that provides an extendible...
Ontologies are an important tool in knowledge representation. Currently, one of the most popular languages to model ontologies is the Web Ontology Language (OWL). Such language is in its second version (OWL 2), which was designed to overcome some issues in expressivity, syntax, semantics and other practical aspects of the previous version. However, it still lacks some constructs that would be useful...
Opinion mining or sentiment analysis is the process of analysing the text about a topic written in a natural language and classify them as positive negative or neutral based on the humans sentiments, emotions, opinions expressed in it. Nowadays, the opinions expressed through reviews are increasing day by day on the web. It is practically impossible to analyse and extract opinions from such huge number...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.