Organizations can analyze large sets of documents, including unstructured content exchanged in emails, telephone conversations and IMs, and automatically identify inherent themes or information clusters. In essence, automatic clustering creates order out of chaos and delivers instant, high-level visibility into the knowledge base.
IDOL uses the most advanced heuristics, such as quantum clustering, to form these conceptual groupings. Some applications of this feature include: "What's Hot" clusters that automatically detect burning topics in an organization's information assets and "breaking news" clusters that alert users in real-time to new areas of information of individual interest. Automatic clustering optimizes an organization's information flow while eliminating knowledge gaps.
Quantum Clustering
Autonomy technology continues to innovate by applying advanced mathematics to solve technical challenges. Using quantum mathematics to calculate states/concepts within data, conceptual information is more easily and accurately identified. Quantum wave functions are generated around the data, leading to global, stable results without relying on sampling. Quantum clustering also proves to be highly scalable, as the ability to cluster incrementally (instead of recalculating the entire set upon change in data) reduces the amount of information processing required.
Cluster Visualization
Four intuitive Java-based user interfaces for cluster visualization:
Spectrograph Pane
This user interface displays the relationship between clusters in successive periods and sets of data. Clusters are presented as a JSP-based spectrograph: the x-axis represents information over time, enabling users to visualize how clusters develop over a given time period; the y-axis represents the range of concepts defined within the knowledge base. The color and intensity of the lines represent the volume and timeliness of the clusters. Results can be displayed by clicking on the clusters.
Automatic clustering of communications visualized through the Spectrograph Pane
2D and 3D Cluster Map
The 2D and 3D Cluster Maps are used to identify conceptual similarities and differences between clusters. Based on JSP, the landscapes are generated from the inter-relationships between clusters and the documents contained in those clusters. Navigation features are identical to the spectrograph pane, enabling users to browse clusters with a click of the mouse.
2D Cluster Map
3D Cluster Map
Geo-Cluster Map
IDOL has enhanced its support for geo-efficiency by providing visualization tools to represent document density per location, thus allowing the administrator to quickly assess usage patterns and make informed decisions about load balancing. IDOL's flexible distribution design already allows data to be stored in the most sensible location based on bandwidth, lag time and availability/demand; this added feature aids in achieving maximum performance for a large and globally dispersed number of users and volume of information.
Summary: ...databases, queries must read all values in all rows in a table, wasting I/O bandwidth and making queries very slow. The Vertica Database also spreads the workload across a cluster of inexpensive servers rather than requiring expensive “big iron” to run the data warehouse. Vertica uses compression...
Summary: ...the programme that mentions the topic they are searching for. As IDOL’s search functionality is based on the underlying meaning of words and concepts spoken on the radio, search results returned to online users are always of maximum relevance. Radioplayer's innovative search facility powered by IDOL...
Summary: ...monitoring data warehouse • Monitors millions of network devices to ensure quality of service and accuracy of capacity planning • Inserts 46,000 new rows of SNMP data per second 24x7 (5.5TB/year) • Sub-second query performance • Accessed via Hyperion and Corda BI tools • Runs on a cluster of...
Summary: ...Australian National Audit Office Case Study. “Interwoven created the only proof of concept that was able to stand up quickly and remain stable. The others efforts crashed repeatedly. We found Interwoven’s solution to be user friendly, stable, easy to understand and within minutes staff could pick...
Summary: ...comparison, traditional “row-oriented” databases scan all columns in the table regardless of how many columns the query references, which wastes I/O bandwidth and makes the queries very slow. The Vertica Database also uses compression very aggressively, both of data on disk and of data “in motion”...
Summary: ...strategic decision making. The Solution – “Chorus”: a new media intelligence workflow engine Autonomy’s Intelligent Data Operating Layer (IDOL) delivers an infrastructure platform that automatically identifies patterns and delivers functionality and analytics to visualize, highlight and understand...
Summary: ...Autonomy ControlPoint: Information Governance for SharePoint. Autonomy consistently outperformed all other products in the tender, and during the Proof of Concept process Autonomy and Gatewest repeatedly impressed by showing the versatility of the solution in mapping to Burgess Salmon’s needs, rather...
Summary: ...Type of Application Intranet Autonomy Solution Intelligent Data Operating Layer Functionality Conceptual retrieval Metadata warehouse Major Incident Voice Recognition Call taker direction Real-time report classification Results visualization Sub-second search on PDA devices “The trail on this person...
Summary: ...cost Benefts of Using Interwoven n Remote access helps the Firm’s geographically dispersed attorneys collaborate effectively n Internal and externally-generated matter content are unified in a single, integrated environment n Interwoven’s stable development lifecycle and commitment to innovation provide...
Summary: ...click-throughs without requiring drastic changes to the site. Continually Maximizing Results Autonomy helps EarthLink generate more searches by consistently improving both the number of search queries generated and the search click-through rates. In addition, EarthLink is able to improve customer engagement...
Summary: ...navigation as any other user.” Similarly, site content is adjusted automatically to reflect each visitor’s geographic location, including both the products displayed and the features highlighted. “Autonomy helps us use our website not just to communicate our products and value propositions, but...
Summary: ...faster, more granular analysis • Cost-effectively store and query two years’ worth of CDRs (vs. 90 days’) • Near real-time analysis (30 minute vs. one-day lag time) • Network cost analysis query time reduced from 12 hours to 10 seconds—enables daily cost adjustments vs. monthly Vertica Customer...
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: ...Cluster Maps are used to identify conceptual similarities and differences between clusters. Based on JSP, the landscapes are generated from the inter-relationships between clusters and the documents contained in those clusters. Spectrograph This user interface displays the relationships between clusters...
Summary: ...themes or information clusters. IDOL even clusters the unstructured content exchanged in email, telephone conversations and instant messages. IDOL uses the most advanced heuristics, such as quantum clustering, to form these conceptual groupings. Some applications of this feature include: “What’s Hot”...
Summary: ...how clusters develop over a given time period), whilst the y-axis represents the range of concepts defined within the knowledge base. Moreover, the spectrograph is able to display hot and breaking news in the same instance. The importance of clusters over time can be seen through the change of color and...
Summary: ...identify inherent themes or information clusters. IDOL even clusters the unstructured content exchanged in email, telephone conversations and instant messages. IDOL uses the most advanced heuristics, such as quantum clustering, to form these conceptual groupings. Directed Navigation – IDOL dynamically...
Summary: ...for the entire interaction or a segment of the interaction. • Hot and Breaking Topics. “Hot” clusters automatically detect burning topics across interactions. “Breaking” clusters alert users in real time to new areas of information or individual interest. • Automated Reports and Workflow....
Summary: ...to appear higher in the library rankings. • Document Scaling: tools that let users rate the usefulness of information using a sliding scale allow IDOL to determine the relevance of this data through the combined collaborative feedback of all users. • Visualisation: Autonomy’s Spectrograph updates...
Summary: ...and access potential outcomes. • Autonomy Introspect: The most advanced EDD processing, review and production solution available. Introspect automatically clusters and visually displays related documents, allowing for bulk coding, annotation, redaction and numbering of all ESI for review and production,...
Summary: ...on the same concept across the corpus of data. Link Map—Find and Link Custodians The Link Map is invaluable in eliminating the gaps between custodians and understanding the flow of communication. This powerful visualization tool allows legal teams to quickly identify communication patterns, understand...
Summary: ...and ensure compliance. The 2D cluster map is a visualization tool used to identify conceptual similarities and differences between clusters. The landscape is generated from the inter-relationships between clusters and the processes and content contained within those clusters. Designed to provide a single...
Summary: ...Autonomy Process Automation. The 2D cluster map is a visualization tool used to identify conceptual similarities and differences between clusters. The landscape is generated from the inter-relationships between clusters and the processes and content contained within those clusters. Designed to provide...
Summary: ...IDOL further enhances the search experience by continuing the conversation with the user after the search button is clicked, automatically clustering results by themes and relationships and recommending related items.
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Summary: ...and Vibe Analysis to determine to which a sentiment is positive, negative or neutral • Hot and Breaking Topics automatically detect burning topics across interactions and breaking clusters alert users in real-time to new areas of information or individual interest Autonomy Social Media Governance integrates...
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: ...data sets. Virage provides two intuitive Java-based user interfaces to make clusters visible: • 2D Cluster Map: is used to identify conceptual similarities and differences between clusters and display them in 2D. Based on Java Server Pages (JSP), the landscape is generated from the interrelationships...
Summary: ...a result, Automatic Clustering creates order out of chaos. There are many ways that IDOL’s clustering capability can be used. For example, a “What’s Hot” feature can automatically detect burning topics in an organization’s information assets.
...
Summary: ...of data using the most advanced search technology to determine if a case exists or if the organization should pursue a settlement. Legal teams can significantly minimize review cycles with keyword, concept search, pattern clustering, query guidance and visualizations, including message tracers. Unlike...
Summary: ...1 MicroStrategy and Tableau are not identical in function. Though both reach into the database to access large amounts of data for analysis, Tableau is oriented to provide interactive visualizations of the data, while MicroStrategy uses the database to perform complex calculations before displaying the...
Summary: ...invaluable. It assists lawyers and investigators to expose communications links and uncover hidden custodians and gaps in email traffic. A truly useful tool will display these communications patterns in a graphical form that doesn’t require a PHD to understand. Mere mortals should be able to view and...
Summary: ...optimized for data density, high-speed predicates, moving aggregates and relational analytics. These queries run in seconds and can stream out terabytes of data in parallel to multiple hadoop clusters. Each Hadoop cluster is sized independently for the scale and timeliness of computation. The results...
Summary: ...and automatically relate items within heterogeneous and previously unorganized data sets, no matter if the ideas expressed reside in tables, emails, telephone calls or videos, based on a mathematical understanding of the concepts within it. Thus, unlike the OLAP model, the storage of the data within IDOL...
Summary: ...and frequency of terms that correspond to specific concepts. This enables IDOL to build a precise probabilistic map of the different concepts held within a piece of data. Using this concept map, IDOL can work out the conceptual similarities between concepts contained in other pieces of data and return...
Summary: ...human intervention and builds taxonomies based on the meaning of the information itself. ? Clustering Autonomy's automatic clustering capabilities can take large sets of document data or even userprofile information and automatically identify the main set of information clusters (themes) inherent within...
Summary: ...itself. ? Clustering Autonomy's automatic clustering capabilities can take large sets of document data or even user-profile information and automatically identify the main set of information clusters (themes) inherent within your information assets. 1.2.3 Automatic personalization ? Automatic profiling...
Summary: ...show me more of these”) • 2D and 3D Clustering – a visualization of the results by clouds of concept, as well as the relationships between different clusters. • Personalized Agents and Alerting – for a totally personalized browsing and searching experience • Automatic Hyperlinking – get...
Summary: ...of inconsequential information, and also to enable effective disposition policies to be enacted. Another emerging requirement involves advanced search and navigation techniques such as concept searching, information clustering, dynamic hyperlinking and automatic query creation, all of which greatly increase...
This is a small selection of the Autonomy White Papers available, please visit our publications site at http://publications.autonomy.com/ for more information.
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