The above is the associated white paper link dataset compilation of the Information Quality Resources Subject Tracer™ Information Blog by Marcus P. Zillman, M.S., A.M.H.A.. It is a freely available 16 page .pdf document (182KB) listing the latest and greatest online resources and sites for quality information resources! Updated on February 17, 2015. Other white papers are available by clicking here.
DataDryad – Curated General-Purpose Repository That Makes The Data Underlying Scientific Publications Discoverable, Freely Reusable and Citable http://datadryad.org/
DataDryad.org is a curated general-purpose repository that makes the data underlying scientific publications discoverable, freely reusable, and citable. Dryad has integrated data submission for a growing list of journals; submission of data from other publications is also welcome. Dryad is a nonprofit repository for data underlying the international scientific and medical literature. This will be added to the tools section of Research Resources Subject Tracer™ Information Blog.
DeepDive is a new type of system that enables developers to analyze data on a deeper level than ever before. DeepDive is a trained system: it uses machine learning techniques to leverage on domain-specific knowledge and incorporates user feedback to improve the quality of its analysis. DeepDive differs from traditional systems in several ways: a) DeepDive is aware that data is often noisy and imprecise: names are misspelled, natural language is ambiguous, and humans make mistakes. Taking such imprecisions into account, DeepDive computes calibrated probabilities for every assertion it makes. For example, if DeepDive produces a fact with probability 0.9 it means the fact is 90% likely to be true; b) DeepDive is able to use large amounts of data from a variety of sources. Applications built using DeepDive have extracted data from millions of documents, web pages, PDFs, tables, and figures; c) DeepDive allows developers to use their knowledge of a given domain to improve the quality of the results by writing simple rules that inform the inference (learning) process. DeepDive can also take into account user feedback on the correctness of the predictions, with the goal of improving the predictions; d) DeepDive is able to use the data to learn “distantly”. In contrast, most machine learning systems require tedious training for each prediction. In fact, many DeepDive applications, especially at early stages, need no traditional training data at all; and e) DeepDive’s secret is a scalable, high-performance inference and learning engine. For the past few years, we have been working to make the underlying algorithms run as fast as possible. The techniques pioneered in this project are part of commercial and open source tools including MADlib, Impala, a product from Oracle, and low-level techniques, such as Hogwild!. They have also been included in Microsoft’s Adam. Examples of DeepDive applications include: 1) PaleoDeepDive – A knowledge base for Paleobiologists; 2) GeoDeepDive – Extracting dark data from geology journal articles; and 3) Wisci – Enriching Wikipedia with structured data. DeepDive is project led by Christopher Ré at Stanford University. This will added to the tools section of Research Resources Subject Tracer™ Information Blog. This will be added to Deep Web Research and Discovery Resources 2015. This will be added to Knowledge Discovery Resources Subject Tracer™. This will be added to Data Mining Resources Subject Tracer™.
The above is the associated white paper link compilation of the Tutorial Resources Subject Tracer™ Information Blog by Marcus P. Zillman, M.S., A.M.H.A. It is a 29 page .pdf document 250KB. [Updated on February 16, 2015 including review.]. Comprehensive listing of online tutorials, college courses and related tutorial sites and information. Other white papers are available by clicking here.
Robo Brain – Large-scale Computational System That Learns From Publicly Available Internet Resources http://robobrain.me/
Robo Brain is a large-scale computational system that learns from publicly available Internet resources, computer simulations, and real-life robot trials. It accumulates everything robotics into a comprehensive and interconnected knowledge base. Applications include prototyping for robotics research, household robots, and self-driving cars. In their multi-university open-source effort on building the Robo Brain, they are addressing research challenges in various domains: a) Machine Learning; b) Large-Scale Data Processing; c) Language and Dialog; d) Perception; e) AI and Reasoning Systems; f) Embodiment; and g) Robotics and Automation. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Bot Research Subject Tracer™.
An invite-only Alpha to help build the distributed web. It started with a simple question. What if more of the web worked the way BitTorrent does? Project Maelstrom begins to answer that question with our first public release of a web browser that can power a new way for web content to be published, accessed and consumed. Truly an Internet powered by people, one that lowers barriers and denies gatekeepers their grip on our future. If we are successful, we believe this project has the potential to help address some of the most vexing problems facing the Internet today. How can we keep the Internet open? How can we keep access to the Internet neutral? How can we better ensure our private data is not misused by large companies? How can we help the Internet scale efficiently for content? The power of distributed technology that underpins BitTorrent and all of our products has long been an example in this regard and bringing more of this power to the web is only natural as these challenges loom. This will be added to Deep Web Research and Discovery Resources 2015 white paper. This will be added to World Wide Web Reference Subject Tracer™.
The March 2015 Zillman Column features Startup Resources for the Entrepreneur and is a comprehensive listing of entrepreneurial startup resources currently available on the Internet. These include indexes, search engines as well as individual websites and sources that supply the latest technology and information about these entrepreneurial startup resources and how they relates to you and the internet. The list of sources is taken from my Subject Tracer™ white paper titled Startup Resources for the Entrepreneur and is constantly updated with my Subject Tracer™ Information Bots (STIB). Download this excellent freely available 21 page 182KB pdf column today and begin your online knowledge discovery into entrepreneurial startup resources excellent sources, tools, and sites!. This is another MUST have column in today’s ever changing and new entrepreneurial startup world!!
This program will be featuring my white paper titled Entrepreneurial Resources. We will be highlighting the latest and greatest resources covering the entrepreneurial resources including search engines, subject directories, guides and tracers – literally everything ENTREPRENEUR!!! We will also discussing my latest freely available Awareness Watch Newsletter V13N2 February 2015 and my freely available February 2015 Zillman Column. You may call in to ask your questions at (718)508-9839. The show is live and thirty minutes in length starting at 2:00pm EST on Saturday, February 14, 2015 and then archived for easy review and access. Listen, Call and Enjoy!!
The above is the associated white paper link dataset compilation of the Agriculture Resources Subject Tracer™ Information Blog by Marcus P. Zillman, M.S., A.M.H.A. It is a 22 page .pdf document 203KB. [Completely Updated On February 14, 2015] Other white papers are available by clicking here.
Organize and find everything the way you think. Features include: a) Know More … Map Your Mind – There’s a lot of connections in your head, but unfortunately sometimes they don’t last. With TheBrain, your digital Brain captures all that intelligence for playback just when you need it; b) Find Anything – With TheBrain you’re never more than a few seconds away from any piece of digital information. Web pages, documents, images, notes… From people and projects to ideas and task lists, it’s all there in an instant; and c) Get More Done – Take control by visualizing all your open loops, tasks, and ideas in your Brain. Sync makes your ideas and to dos available from your desktop, web browser, or mobile device anytime. This will be added to the tools section of Research Resources Subject Tracer™ Information Blog. This will be added to Entrepreneurial Resources Subject Tracer™.