Autonomy is perhaps best known for its next-generation analysis of unstructured content. Autonomy's technology is fundamentally predicated on a mathematical model and built upon the seminal works of Thomas Bayes and Claude Shannon. It therefore is not limited by the nuances of language. Buttressed by innovations that include 170 patents, IDOL identifies the patterns that naturally occur in text, video or voice files based on the usage and frequency of terms that correspond to specific concepts. By studying the preponderance of one pattern over another, IDOL can gauge the probability that the content in question deals with a specific subject.
Autonomy sees search as not merely looking for a word, but looking for an idea. Therefore, although Autonomy embraces traditional or legacy methods such as keyword, Boolean, parametric and others in developing its search strategy, it relies on conceptual search based on computational pattern recognition (non-linear adaptive digital signal processing) and contextual linguistic analysis to deliver the most relevant results.
In addition to search, over 500 advanced functions can be performed on unstructured content (as well as other content formats), including automatic categorization, sentiment analysis, clustering, deep video indexing, and speech analytics.
Summary: ...usage almost double since the deployment of K2. People recognize the content is better organized and easier to access, providing a positive end-user experience.” The speed and power of K2 is another major benefit. Softlab practitioners with tight project deadlines do not have time to spare waiting for...
Summary: ...Thomas Net Case Study. Case Study Superimposed on the Minneapolis Institute of Arts building facade: Randolph Rogers, The Lost Pleiad (detail), 1874, marble, The Ethel Morrison Van Derlip Fund “We incorporated many of the winning elements from the tests we’d run over the course of our Optimost relationship...
Summary: ...the system with the firm’s time and billing system, which now generates new workspaces automatically as new projects are acquired. Each of the firm’s eight practice groups has its own workspace; private workspaces are also provided to each consultant. Although VKA initially intended to use WorkSite...
Summary: ...specific phrase.” IDOL K2’s virtually unlimited scalability proves especially advantageous. Both the traffic to the ACM Portal and the amount of content on it are growing fast. IDOL K2’s brokered architecture ensures optimal performance—even during peak usage times, whereas ACM’s legacy search...
Summary: ...enables users to accelerate the conflict-checking process by selecting from drop-down lists to narrow searches to specific categories such as “Location,” “Industry,” or “Date.” Parametric selection helps Linklaters more easily identify the correct organizations involved in every new deal....
Summary: ...PacificLife Case Study. It can take a while to work through that process.” “Due to the nature of a multivendor solution,” says Thomas, “where each product adds another point of failure, it can create challenges in being able to triage issues properly. The customer’s concern is, ‘Who am I going...
Summary: ...information access. On the left hand side of the search results interface on www.thenewsmarket.com, users see links to categories organized by Beats, Source and Smart Tags. IDOL’s automatic clustering capability identifies meaningful themes or trends inside the search results to dynamically generate...
Summary: ...Autonomy Case Study - Orange Telecom. • Equipment Releases/Issues – Speech analytics enables the business to retrieve agent/customer conversations with mentions of specific equipment (handsets) or issue types (such as defective batteries, accessories, etc.) • Coaching/Training – Speech analytics...
Summary: ...and access all project-related documents, e-mails, correspondence, images, and other content within a single job-related fle, so consultants throughout the frm could fnd and collaborate around content more intuitively.” While this job-centric approach was new for the real estate industry, it was a natural...
Summary: ...now consistently fled into WorkSite, Winthrop & Weinstine has brought relief to its Exchange server and increased re-use of work product and knowledge sharing for all its matter content. Although another Exchangerelated crisis is much less likely now, the simplifed backup and recovery made possible by...
Summary: ...began to evaluate email archiving software as a means to offload the MS Exchange servers and restore stability to the messaging environment. VUMC was primarily motivated by cost (improving the cost efficiencies of disk storage within its environment), although performance of the overall system was an...
Summary: ...self-sufficient.” In 2003, Freshfields reviewed its practice with the goal of implementing a knowledge management strategy that was powerful enough to accommodate complex requirements, flexible enough to handle ongoing change, and simple enough for lawyers to embrace. The Solution Freshfields developed...
This is a small selection of the Autonomy case studies available, please visit our publications site at http://publications.autonomy.com/ for more information.
Summary: ...the patterns that naturally occur in text, voice or video files based on the usage and frequency of terms that correspond to specific topics. • Hot and Breaking Topics – “hot” clusters automatically detect burning topics across interactions and “breaking” clusters alert users in real-time...
Summary: ...offers. Autonomy’s core infrastructure software product, the Intelligent Data Operating Layer (IDOL), powers the SPV module in all Autonomy eDiscovery solutions. IDOL embraces all traditional methods such as keyword, Boolean, parametric and others, but is perhaps best known for its pioneering conceptual...
Summary: ...information by identifying the patterns that naturally occur in text, based on the usage and frequency of words or terms that correspond to specific ideas or concepts. This unique search capability underlies IDOL Enterprise Desktop Search, providing unmatched accuracy of results across the desktop and...
Summary: ...Autonomy Speech Analytics. Speech Processing Autonomy processes audio in over 20 supported languages and in multiple formats including audio interactions and rich media content. This solution supports all forms of speech analysis, including phonetic searching, word-spotting, Boolean rules, parametric...
Summary: ...a sanctioned communication. Autonomy utilizes a fundamentally different approach to the ‘Needle in a Haystack' and context problems by using sophisticated mathematics and probability models to improve the contextual understanding of each piece of content as the overall volume of content increases. The...
Summary: ...Yelp, and C|Net; and respond to the emerging trends and sentiment with the appropriate marketing strategy and product development. Social Media Analysis, powered by IDOL, leverages advanced mathematical modeling to form a conceptual and contextual understanding of information in any format and language....
Summary: ...Autonomy Interwoven - Multichannel Optimization Product Brief. Through clustering, IDOL provides visibility into enterprise communications as a whole and can display trends over a set period of time or identify emerging trends or topics that would not otherwise be known. Clusters can also group interactions...
Summary: ...and information access Fast, scalable and language independent retrieval and data processing with IDOL Server Transcript view with scrolling and translation capabilities Boolean, natural language and other search methods Personalized views Review, assemble and edit content Create, save, and reuse for...
Summary: ...of site visitors based on the attributes that matter and the creative content ideas they responded to. The marketer can easily see the clusters of visitors and their definitions and then deploy the targeted segments and content to their website. Figure 1: Adaptive Targeting - How It Works Adaptive Targeting...
Summary: ...access to information on topic X. Communication is traced at every step thus enabling your organization to detect the exact moment at which the policy was abused and the employees involved in that violation. Idol Echo traces the correspondence as it evolves rather than merely focusing on the final result...
Summary: ...set of tools, including: • Deep video indexing using automatically generated metadata • Foreign multimedia search in user ’s native language • Key frame identification • Scene detection • Sentiment analysis • Automatic speech-to-text transcription • On-screen character recognition (OCR)...
Summary: ...combine Boolean and Proximity operators to form simple or complex Boolean expressions Parametric search Users can search for items by certain field values. When they provide fixed values in parametric fields, the parametric search returns consistent values in the non-fixed parametric fields. For example,...
This is a small selection of the Autonomy Product Briefs available, please visit our publications site at http://publications.autonomy.com/ for more information.
Summary: ...the phrase order for the source document to be scored as a result • Wildcards (stemming) - beginning characters that must match the same beginning characters in a document's words in order for it to be scored Legacy Search IDOL Server supports all known legacy search methods, including: • displaying...
Summary: ...that are related to your query. The concept of the query is analyzed and documents that are relevant to this concept are returned to the user. • Legacy search (Keyword and Boolean) • Natural Language Retrieval • Search for information between a time period • Definable quantity and quality of results...
Summary: ...therefore does not require any form of language dependent parsing, dictionaries or translation modules. Treating words as abstract symbols of meaning allows Autonomy's technology to derive understanding through the context in which symbols occur rather than a rigid definition of grammar. Slang and other...
Summary: ...threshold cut-offs to determine the sensitivity of sentiment analysis. 6. Automatic Clustering With IDOL, organizations can analyze large sets of documents or even user profiles and automatically identify inherent themes or information clusters. IDOL even clusters the unstructured content exchanged in...
Summary: ...is saved, the harder it is to value and therefore to discard efficiently.” —“Too Much, Too Old: Information Access Technology Enables Valuation and Reduction of Legacy Data” Whit Andrews, Dale Vecchio, Kelly Rush, June 17, 2008 Leaders in Innovation Most Innovative Email & IM Compliance Solution...
Summary: ...and non-mirrored ACI action command distribution in to multiple Z39.50 servers, making all the features of these distribution types available for Z39.50 protocol usage. Information flows into: IDOL server™ Information received from: Front end Modules it can communicate with: DiSH™, IDOL server™...
Summary: ...of the content, delivering a real time environment in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated...
Summary: ...a real time environment in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated efficiencies never...
Summary: ...a real time environment in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated efficiencies never...
Summary: ...in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated efficiencies never experienced before. Autonomy...
Summary: ...the content, delivering a real time environment in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated...
Summary: ...of the content, delivering a real time environment in which operations across applications and content are automated, removing all the manual processes involved in getting the right information, to the right people at the right time. IDOL makes enterprise systems "data-agnostic", therefore providing automated...
This is a small selection of the Autonomy Technical Briefs available, please visit our publications site at http://publications.autonomy.com/ for more information.
Summary: ...Autonomy Technology Overview. Built upon the seminal mathematical works of Thomas Bayes and Claude Shannon, and on a range of innovations that are covered by 170 patents, Autonomy technology identifies the patterns that naturally occur in text, voice or video files based on the usage and frequency of...
Summary: ...engine. The IDOL engine identifies pa-t terns that naturally occur in the doc-u ments, based on the usage and freque-n cy of words or terms that correspond to specific ideas or concepts. The techno-l ogy automatically creates relationships between terms used within a convers-a tion based on their proximity...
Summary: ...technology uses powerful statistical algorithms to create a language-independent mathematical model of speech: • • • • • • • • Word Spotting Advantage Disadvantage Phonetic Index Language Model Self-learning Language Model Conceptual and Legacy Methods Earliest Method Latest Method Simple,...
Summary: ...the context of their occurrence rather than a rigid definition of the language grammar. Autonomy's approach to concept modeling relies on Shannon's theory that the less frequently a unit of communication occurs, the more information it conveys. Therefore, ideas, which are rarer within the context of a...
Summary: ...agnosticism at a fundamental level. The Intelligent Data Operating Layer that lies at Autonomy's heart uses a unique combination of Bayesian Inference and Shannon's Information Theory to apply a technique known as Adaptive Probabilistic Concept Modelling* to the problem of understanding unstructured information....
Summary: ...IDOL Enterprise Desktop Search White Paper. Autonomy software identifies the patterns that naturally occur in text, based on the usage and frequency of words or terms that correspond to specific ideas or concepts. In this way, Autonomy is able to extract the information’s digital essence and encode...
Summary: ...Information Theory to automatically extract the key concepts from any piece/s of information. As a mathematical platform, it is not constrained by the limitations of linguistic or rules-based models. Distinct concepts, ideas and behaviors are exposed within any data set on the basis of mathematically...
Summary: ...red,” the Boolean search engine would return not only documents relating to possible engagement of inappropriate behavior, but would also retrieve completely irrelevant information regarding art, color and cities that the busy litigator must spend his/her costly time culling. Boolean search, moreover,...
Summary: ...of rich media management, providing advanced speech technology and video indexing. By combining complex mathematical models of natural language analysis with IDOL’s meaning-based technology, Autonomy provides accurate, content-based retrieval of information. While legacy phonetic approaches merely use...
Summary: ...customers perceived one competitor as “substandard,” and claimed another competitor offered a better plan for the same price. Another search in Explore revealed further customer concerns about the rate plans that were offered. By analyzing calls in which customers did not agree to sign up for a new...
Summary: ...information 24x7 on specific topics from a range of data sources. An Agent represents a user’s persistent interests and can be defined or trained either explicitly with a natural language description or Boolean expression. Most powerfully, an Agent can be trained or re-trained by example, simply by...
Summary: ...the speech engine to recognize the probability of a specific sound translating to a word or part of a word. The language model builds upon this to enable the system to determine the probability of one word following another to produce an accurate hypothesis of the spoken words. For example, “the bog...
This is a small selection of the Autonomy White Papers available, please visit our publications site at http://publications.autonomy.com/ for more information.
Related Case Studies
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