heterogeneous transfer learning for image clustering via the social web
Báo cáo khoa học: "Heterogeneous Transfer Learning for Image Clustering via the Social Web" docx
... exam- ple of heterogeneous transfer learning to demon- strate how the task of image clustering can ben- efit from learning from the heterogeneous social Web data. A major motivation of our work is Web- based ... the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 1–9, Suntec, Singapore, 2-7 August 2009. c 2009 ACL and AFNLP Heterogeneous Transfer Learning for Image Clustering via ... addressed the image clustering prob- lem with a focus on image sense discrimination. In their approach, images associated with textual features are used for clustering, so that the text and images...
Ngày tải lên: 08/03/2014, 00:20
Báo cáo khoa học: "Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction" pot
... about the target relation type in the form of entity type con- straints. Experiment results on the ACE 2004 data show that the multi-task transfer learning method achieves the best performance ... the target type in the test set. In order to concentrate on the classification accu- racy for the target relation type, we removed the positive instances of the auxiliary relation types from the ... used more for train- ing the type-specific component µ k rather than the common component ν. 5.4 Sensitivity of H Another parameter in the multi-task transfer learn- ing framework is the number...
Ngày tải lên: 23/03/2014, 16:21
The Social Web Analytics
... http://www.marketingtothesocialweb.com Page 5 Page 8 In much the same way the Cluetrain Manifesto anticipated the return to markets as we once knew them, the Social Web has taken us back to the original ... agreement? How does the licensing address the copyright of both the reports generated by the service and of the material it collates? Do they indemnify you for the use of their service for any claims ... “Marketing to the Social Web: How Digital Customer Communities Build Your Business“ 8 , Larry Weber describes the opportunity the Social Web presents organisations. I recommend the book (disclosure...
Ngày tải lên: 06/11/2012, 13:51
6 keys to standing out on the social web infographic
... h8" alt="" socialmediatoday.com http://socialmediatoday.com/mlewis1/937591/six-keys-standing-out -social- web- infographic? utm_source=feedburner&utm_medium=email&utm_campaign =Social+ Media+Today+(all+posts) Six ... use to stand out on the social web? Tell us on Twitter at @awarenessinc. Connect: Aut hored by: Mike Lewis Mike Lewis is an Internat ional speaker, author of the blog Social Episodes, active ... my new book, Stand Out Social Marketing: How to Rise Above the Noise, Differentiate Your Brand, and Build an Outstanding Online Presence. Check out the infographic below for six key ingredients...
Ngày tải lên: 07/01/2014, 16:52
Mining the social web 2nd edition
... to @SocialWebMining, or com‐ ment on Mining the Social Web s Facebook wall. The book’s official website and blog that extends the book with longer-form content is at http://MiningTheSocialWeb.com. Conventions ... of the Social Web Part I of this book is called “a guided tour of the social web because it presents some practical skills for getting immediate value from some of the most popular social web sites. ... enjoyment of the sample code. 5 Matthew A. Russell SECOND EDITION Mining the Social Web go ahead and try out the example that collects a set of trends for both the entire world and just the United...
Ngày tải lên: 04/03/2014, 20:29
ORGANIZATIONS DON’T TWEET, PEOPLE DO - A Manager’s Guide to the Social Web
... 5 EVOLUTION ON STEROIDS The web and social tools are all about learning. Learning about ourselves, learning about the world around us and learning from each other. In amongst the trivia there are very ... other people then the potential for learning increases exponentially. We are learning all the time – we always have been – but the Internet and social tools speed up the process. For the first ... perti- nent learning? Using social web tools of course! The web is all about learning. Whether it is finding out what to see at the cinema or where your friends are at the moment, we take for granted...
Ngày tải lên: 15/03/2014, 15:20
The New Community Rules: Marketing on the Social Web docx
... to go from here. What Websites Are They Visiting Online? Among the websites your potential customers visit, are any of them social in nature? These social channels are the ones you should be ... many forums and social communities are available for just about any specific interest. Since forums have preceded many social networks, study the behaviors of the forum members. A huge list of forums ... your competitors? Are they using forums or social media channels to rant and rave about the aspects of the business that they hate most or the elements that they love? Wherever these community members...
Ngày tải lên: 29/03/2014, 10:20
mining the social web
... their platforms, but at the moment, it’s par for the course. Most social networking sites are like walled gardens, but from their standpoint (and the standpoint of their investors) a lot of the ... the Social Web www.it-ebooks.info Preface The Web is more a social creation than a technical one. I designed it for a social effect—to help people work together—and not as a technical toy. The ... maintains the latest and greatest bug-fixed source code for this book is http://github.com/ptwobrussell/ Mining -the- Social- Web. The official Twitter account for this book is @SocialWebMining. This...
Ngày tải lên: 28/04/2014, 16:29
Tài liệu Báo cáo khoa học: "Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation" docx
... our “before” system already got the translation correct without the need for the additional phrase translation. This is because though the “before” system had never seen the Urdu expression for ... translation). Figure 4 shows the learning curves for the same systems and selection methods as in Figure 3 but now the x-axis measures the number of foreign words in the training data. The difference between ... approach. 5.3 Bucking the Trend We gathered translations for ≈ 54,500 Urdu words via the use of HNG on MTurk. This is a rela- tively small amount, ≈ 3% of the LDC corpus. Figure 11 shows the performance when...
Ngày tải lên: 20/02/2014, 04:20
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