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An overview how simple semantic solutions can be build if the ai-one LIB/API is used
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00 ai-one - overview content analytics
1.
ai-one™ biologically inspired intelligence ©
ai-one inc. 2012
2.
Biologically Inspired Intelligence
logic creativity © ai-one inc. 2012
3.
Better decision-making through
BI GARTNER © is strongly promoting BI strategy as well as consulting the industry about how to get the best use of BI GARTNER’s© position: Maximizing decision impact through business intelligence (BI) increases enterprise effectiveness at all levels, contributing to mission or growth goals by enabling workers and managers to direct business or mission decisions toward desired outcomes. © ai-one inc. 2012
4.
BI Definition There are
multiple definitions of BI. The following definition is our preferred understanding… Business intelligence (BI) mainly refers to computer-based techniques used in identifying, extracting, and analyzing business data. BI technologies provide historical, current and predictive views of business operations. BI uses technologies, processes, and applications to analyze mostly internal, structured data and business processes while competitive intelligence gathers, analyzes and disseminates information with a topical focus on company competitors. Business intelligence understood broadly can include the subset of competitive intelligence. -- From WIKIPEDIA©
5.
Information & Data
are the inputs for BI The most important factor is the value of data input in BI processes Facts to validate information value 1. Source Who is the Source (sender)? Do we know the source? Could there be a change in value since last use? 2. Receiver Who is the receiver? Do we know the receiver? Is there a change in attributes and value since last use? Did receiver further transport the data or behave and/or make decisions on it? 3. Content What is the content of the information exchanged? © ai-one inc. 2012
6.
Information & Data
are the inputs for BI The sources are structured & unstructured and in various dimensions The rectangle must fit into the circle! The challenge is to extract actionable knowledge from complex data that contains many different types of information is constantly changing. Humans have has an innate capacity to find patterns among different sets of attributes quickly and easily. Our brains are hard-wired to find similarities and differences by evaluating context. ai-one’s API enables computers to analyze complex data to find patterns in a way similar to a human – by simply finding the keys to context. The HSDS, or holosemantic data space, makes it possible to find the most unusual relationships – such as when a rectangle fits into a circle – even when the signal is very faint. © ai-one inc. 2012
7.
…ai-one - Content
Analytics Traditional ai-one © ai-one inc. 2012
8.
Hybrid solutions GARTNER ©
is defining 3 types of content analytics : Structured, Hybrid and Content. GARTNER© positions ai- one as a hybrid solution: Combining structured data and content (unstructured) GARTNER© Chart from the L.A. 2012 Congress © ai-one inc. 2012
9.
Hybrid solutions GARTNER ©
defines 3 types of content analytics: Structured, Hybrid and Content. The ai-one hybrid approach: The HSDS, holosemantic data space, is the environment where multi layer higher order patterns are found and where heterarchical structures are analyzed. The HSDS is the perfect environment for challenges 1, 2, & 3 GARTNER© Chart from the L.A. 2012 Congress © ai-one inc. 2012
10.
Cool Vendors in
Content Analytics, 2012 ai-one is featuered in GARTNER © 2012 Cool Vendor Report: “Data is growing in volume, variety, velocity and complexity. Cool Vendors in content analytics offer innovative approaches, tools and technologies for analyzing text, images, video or speech, and for finding and acting upon insights and patterns across content types and structured data.“ “ai-one provides machine learning technology that mimics how the brain detects patterns in data, which developers can embed into any application.“ http://www.gartner.com/DisplayDocument?ref=clientFriendlyUrl&id=1996718 Contents: Analysis What You Need to Know ai-one Co-Decision Technology Mattersight ThoughtWeb © ai-one inc. 2012
11.
…ai-one is listening
to the data – ai-one can give you an answer to a question, you did not know to ask!...changing the “search” function to a “find” function © ai-one inc. 2012
12.
…ai-one – … solves
two problems: • Sense making in unknown data • Generalizing multi layer higher order pattern foundation © ai-one inc. 2012
13.
Traditional AI/KM
Focus on logic, Boolean & statistics approach. Manually programmed fuzziness and high dependency on quality of programmers and experts, thesauri and Ontology as Models. Problems with speed, intelligence and incremental updates! logic creativity © ai-one inc. 2012
14.
Traditional AI/KM
Focus on neural or fuzzy & statistics approach. Manually programmed fuzziness and high dependency on quality of programmers and experts, thesauri and Ontology as Models. Problems with speed, intelligence and incremental updates! logic creativity © ai-one inc. 2012
15.
…the ai-one hybrid–
The holosemantic data space combines LOGIC & CREATIVE data processing in a n-dimensional data space (including space-time). PIM Process In Memory, and “where the circle fits the rectangle” © ai-one inc. 2012
16.
The Fundamental Theory
General introduction | The enabling elements Motivation refers to the intrinsic activation of goal-oriented behavior , like a clock driven by a flywheel Self-organization is a key of function of our holosemantic data space in combination with the motivation and in order to optimize information structure Impulsive information detection & multiple higher- order concept formation a result of the combination between motivation, self-organization and the ai-one™ algorithms © ai-one inc. 2012
17.
Features of ai-one™
The Topic-Mapper™; Ultra-Match™ or Graphalizer™ library and SDK focuses on different solutions: Text/Linguistic: Topic-Mapper focuses on LWOs (Light Weight Ontology) for semantic applications for expert systems; dialogue robot’s, text & content analysis, keyword generation, matching associative, semantic decision/conclusion systems. Image Analysis/Matching: Ultra-Match focuses on images where multi layer higher order pattern foundation and complex pattern or concept matching is important. Signal Processing: Pattern recognition in data streams of various kinds of signals and sources. Multi layer higher order complexity is enabled here as well. © ai-one inc. 2012
18.
The Fundamental Theory
General introduction • Self-optimized information processing • Self-controlled content organization • Multiple higher-order concept formation • Autonomic learning via multiple context recognition • Self-generalizing of learned concepts Biologically inspired intelligence in computing Leads to: © ai-one inc. 2012
19.
ai-one™ SDK |
The Learning Machine … the SDK: Core Utilities (sensors) MVPs Documentation Best Practice Source Samples © ai-one inc. 2012
20.
The ai-one approach ©
ai-one inc. 2012
21.
ai-one – … our
SDK is an API to build a learning machine … ai-one enables biologically inspired intelligence in computing © ai-one inc. 2010
22.
SDK with |
Source, MVPs & Utilities… © ai-one inc. 2012
23.
The content fingerprint ©
ai-one inc. 2012
24.
The Corporate Structure
ai-one inc. Corporate HQ La Jolla CA ai-one ag ai-one gmbh Research Lab Europe Sales & Support Zurich Berlin • Offices in La Jolla, Zurich and Berlin • US Delaware C Corporation with wholly owned subsidiaries • Founded in 2003 in Zurich; former name: “semantic system ag” • Approximately 15 FTEs • Privately funded © ai-one inc. 2012
25.
The Sales Concept
for the Solution ai-one™ Distribution Network Consulting Partner OEM-Partner Solution Provider Experts in Various Markets SW & HW Vendors In-house & Whole Supplier • Slim and effective ai-one organization • High scalability trough partners • Distributed risk because the massive numbers of vertical markets • Sustainable markets and revenue streams once the approach is established • High exit and cash potential because of already installed JV - Partnerships © ai-one inc. 2012
26.
The ai-one Incubation
Strategy ai-one inc. Corporate HQ La Jolla CA ai-one ag ai-one gmbh Research Lab Europe Sales & Support Zurich Berlin Brainup AG ai-ibiomics gmbh Data Intelligence Genomics Joint Venture Forensity AG Swiss Forensic Solutions © ai-one inc. 2012
27.
Business Cases
Multiple vertical markets as SW or HW solutions Biometry: Pattern recognition … Forensics: Tracks, patterns, profiles … Intelligent Services: Profiles, behavior, semantics Security: Cryptography, compression Fraud: Fraud, camouflage… Sociology: Human behavior profiles Data bases: Analyses, data mining … Computing: Intelligence in computing Life Science: Pattern recognition Pharmacy: Clinical tests, profiling Dermatology: Cosmetics, pattern recognition more… © ai-one inc. 2012
28.
ai-one – The
Next Evolution in Information and Communications Technology? … recognizing the content … understanding the meaning and generalizing its application … deciding about its importance … knowing what to do with this learned information © ai-one inc. 2012
29.
Thank You! ai-one inc.
ai-one ag ai-one gmbh 5711 La Jolla Blvd., Flughofstrasse 55, Koenigsallee 35a, Bird Rock Zürich-Kloten Grunewald La Jolla, CA 92037 8152 Glattbrugg 14193 Berlin cell: +18585310674 cell: +41794000589 cell: +4915112830531 main: +18583641951 main: +41448284530 main: +493047890050 © ai-one inc. 2012
30.
ai-one ™
The History of ai-one™ The media Founding world HQ: picks up the ai-one inc. USA story New name for Swiss company: ai-one ag Founding European HQ: Early stage partners ai-one GmbH GER semantic system ag Switzerland R&D LAB Walt Diggelmann Tomi Diggelmann Manfred Hoffleisch 2003 2004 2005 2006 2007 2008 2009 2010 2011 Fundamental Theorie R&D Applied Solutions R&D API and libraries development API and libraries commercialization The first 6 years were characterized by a very sharp focus on R&D. A new fundamental GLOBUS theory also requires a whole infrastructure to be built. Hence we first had to create a development environment (API/libraries) for the commercialization. So far we have spent approx. 7.0 Mio. of investment capital for R&D. © ai-one inc. 2010 © ai-one inc. USA, ai-one ag, SUI , Diggelmann / Hoffleisch 1985 - 2010
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