Empowering Search Through 3RDi Semantic Enrichment
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The document discusses the challenges and opportunities presented by big data for enterprises, emphasizing the need for effective data integration and semantic enrichment to enhance content discoverability and analysis. It introduces the 3rdi semantic data platform, which utilizes semantic enrichment to transform unstructured data into valuable insights and improve search and analytics capabilities. The platform offers advanced features such as named entity recognition, semantic search, and domain-specific support, particularly for healthcare, to aid users in effectively navigating and utilizing vast amounts of data.
Empowering Search Through 3RDi Semantic Enrichment
- 1. A Semantic Data Platform for Context-Enabled Search, Discovery, & Analytics in Data-Driven Enterprises & Organizations In this era of big data, all enterprises and systems have more content than ever before. There’s a lot of data which is exploded, fragmented, redundant, underutilized, inconsistent, hard to find and hard to understand. “ ‘Big Data’is a Challenge and an Opportunity at the same time.” Organizations face the challenge of making the best possible use of their data while dealing with dynamic and changing data and also responding to business demand for faster time to market. Information users, with more content and less time to analyze, need systems that are smart and intelligent enough to integrate the scattered content, provide quicker discovery of information and tools for thorough analysis of content. “At T/DG, we realize the enormous challenges and the possibilities associated with Big Data. Our products and tools help integrate all your content seamlessly, exploit the power of semantic enrichment, transforming the content to knowledge; thus taking you to that next level of Search and Analytics solutions.” White Paper EMPOWERING SEARCHES THROUGH 3RDi SEMANTIC ENRICHMENT 3RDi – Relevant | Deep | Insights “The thing that differentiates one enterprise from another, is the way they understand the content and utilize it!” OF THE 60 % YEARLY GROWTH IN CONTENT, MAJORITY OF IT IS UNSTRUCTURED. EVERY MINUTE, OVER 72 HOURS OF NEW VIDEO CONTENT IS UPLOADED TO YOUTUBE. EACH DAY, OVER 1 MILLION NEW BLOG POSTS ARE CREATED ON WORDPRESS On one side, there is a risk associated with integration and management of data, while, on the other side, there are exciting possibilities with increased live content. Access to content is not the differential anymore - it is pretty much with everyone.
- 2. White Paper HOW CAN SEMANTICS HELP? Giving meaning to content! “Use of semantics makes content more contextual, more discoverable, and thereby, more valuable.” Semantics is about computers interpreting and understanding the content at a deeper level, assisted by its meaning and context. It helps in information search and discovery by associating additional information with the content. “46% of Scientific journal publishers are semantically enriching their content” says a study on Journal Article Mining by the Publishing research consortium. 3RDi solves all of your content enrichment, content discovery and result analysis problems. Semantic Enrichment is the process of adding or associating semantic tags – usually concepts, relationships, events and properties described in an ontology – to augment unstructured data items. Enrichment frees you from manual ‘meta-data’ tagging. It identifies several interesting properties and associations of your content which go a long way in empowering the information search and analysis process. The process of semantic enrichment, integrates the content with the identified ontologies and links it to available open data. This adds more information to the content – referred to as Enrichment. The enriched content is indexed and stored. This serves as a base for search and discovery applications.
- 3. SEMANTIC ENRICHMENT AND SEARCH WITH 3RDi Discovery, beyond search! 3RDi takes a holistic view of the problem of Search, Discovery and Analysis. It provides comprehensive semantic enrichment of unstructured content and unlike most other products in the market, it also provides a complete Semantic Search Solution to leverage the enrichment of the Search, Discovery and Analysis applications. “3RDi embodies semantic interpretation in all phases of the information retrieval systems – content integration, search, result navigation, and search analytics.” SEMANTIC ENRICHMENT CAPABILITIES OF 3RDi 3RDi’s semantic and natural language processing (NLP) capabilities are built on a strong base of machine learning and lookup based algorithms. These algorithms are pre-integrated with a comprehensive set of general and domain specific thesaurus as well as taxonomies and are built on top of best-in-class tools. Here is what 3RDi provides for content enrichment: Recognizing the mentions of entities in the content and identifying their types – a process called Named Entity Recognition Automatic analysis of sentiments represented in the content Identifying the key topics from the content and classifying the content as per those Disambiguation of entities based on context in which they appear Refining the entities by mapping them to standardized terms from taxonomies and ontologies Enriching content by linking it to URIs of other open data (like DBpedia) White Paper Named Entity Recognition Semantic Similarity Content Summarization Sentiment Analysis Content Classification Ontology & LOD Mapping Vocabulary Support WordNeT 3.1 YAGO DBpedia 2014 UNESCO 2.0 EUROVOC 4.3 UMLS Metathesaurus 2015 MeSH 2015 UIMA 2.7 cTAKES 3.2.2 SNOMED CT 2015 Custom and Legacy Vocabularies SKOS-RDF, OWL
- 4. White Paper Domain specific Semantic Enrichment Ready support for Bio-Medical, Legal, Education and Publishing domains LOD linking Thesauri and custom vocabulary support “Semantic Search matches items intelligently across unstructured data by enriching the data with semantic information during indexing.” SEMANTIC ANALYSIS PROCESS IN 3RDi Semantic analysis within 3RDi, is split into several stages. In each stage, the system uses fast and superior algorithms that result in comprehensive enrichment and faster integration of content. 3RDi SEMANTIC SEARCH EXPERIENCE Semantic search tries to understand what a user is asking in a query by analyzing the query’s terms and language and placing it in context. It produces meaningful results, even though the retrieved items contain none of the query terms or the search involves no query text at all. Further, instead of only returning a set of results, semantic search addresses the user information needs more directly with aids like semantic facets and result clustering, etc. Semantic Analysis Process in 3RDi Tokenization: splitting text into individual sentences and words. Morphological analysis, stemming: recognizing when two different word forms come from the same root word. Grammatical analysis, parts-of-speech tagging: labeling when a word is used as a noun, verb, adjective and adverb, etc. Word sense disambiguation: is "crane" in a given text a type of bird or a type of machine. Vocabulary, ontology mapping: does “crane” have synonyms or does “crane” belong to a class of “construction automobile”. Linked Open Data: map to Wikipedia, DBpedia and link to useful information about, say, manufacturers of “crane”
- 5. White Paper 3RDi’s Semantic Search makes the information retrieval process more efficient. A range of tools like automatic facets, concept search, taxonomy browsing and clustering, etc. help the user skim through the content quickly and easily and locate the desired information. Ontology navigation: Ontology navigation: With an easy-to-use graphical interface, you can navigate through the taxonomy (or ontology) and select any combination of concepts you wish to explore. You can search content that relates to these concepts and also broaden or target your search by including or excluding synonyms, hyponyms and related terms. Semantic Cloud: Gain a quick insight into the content using the semantic cloud which sums up your content at a stretch. Knowledge Graph: Without having to read the content at all, you can get an insight into it using the graphical representation of the entities and their interrelations as contained in the text. Semantic Facets: You can drill down on the search results using dynamically created business-centric navigational facets. Concept Search: You can search for documents that relate conceptually to the query word even when the query word does not exist anywhere in the content. Result Clustering: Automatic grouping of search results depending on their content can help you discover information faster. Similar Documents Related Recommendation Concept Search Knowledge Graph Sentiment Clustering Semantic Cloud 3RDi provides a powerful way of finding, discovering and analyzing information.
- 6. White Paper 3RDi Healthcare Edition The ‘3RDi Healthcare Edition’ is customized and optimized to cater to the specific needs of researches in the biomedical area. The tool is integrated with the most trusted healthcare terminology and ontologies that include UMLS, Mesh, ICD and SNOMED CT, etc. Through the specialized biomedical entity extraction – including difficult to identify ‘Diseases’, ‘Chemicals’, ‘Drugs’, ‘Equipment’, ‘Anatomy’ and ‘Procedures’ - and the rich semantic analysis of the results, 3RDi fosters improved biomedical research and helps healthcare professionals with evidence based medicine. For Medical Researchers For Healthcare Practitioners Diagnose quickly and correctly Confront observations with authoritative knowledge and facts Visuals Comprehensive Critical Identify Scientific Publications Relevant to my research area… Protect Against Infringement Find insights Biological pathways Disease mechanisms New targets/leads/markers Drug side effects New uses for existing drugs
- 7. White Paper More information Visit the http://www.3rdisearch.com to understand more about 3RDi - T/DG’s Enterprise Semantic Search, Discovery and Analytics Platform. THE DIGITAL GROUP INC. 121 Village Boulevard Princeton Forrestal Village Princeton NJ 08540 USA Phone: +1.609.524.2441 Fax: +1.609.228.4844 Email: info@thedigitalgroup.com USA | INDIA | AUSTRALIA | FIJI Global Presence Get Social Disclaimer All information contained in this document is an exclusive property of The Digital Group Infotech Pvt. Ltd. (T/DG). The information contained here is correct and up to date at the time of publishing. No material from here may be copied, modified, reproduced, republished, uploaded, transmitted, posted or distributed in any form without prior written permission from T/DG. Unauthorized use of the content/information may result in violation of copyright, trademark, and other applicable laws, and could result in criminal or civil penalties ABOUT US The Digital Group (T/DG) is a trusted Information Technology partner for businesses across the globe. Our comprehensive IT services include a full spectrum of Product Engineering and Development services, Software and Data solutions as well as Enterprise Information Management solutions that help organizations optimize productivity, enhance operational capabilities, boost revenues, drive innovations and fire up time-to-market cycles in a dynamic environment. With a focus on building long-term client relationships, we provide a range of services from Concept-To-Complete spanning Product Development, Maintenance, Support and Operations. Our commitment to innovation coupled with decades of experience delivering excellence for our customers, vital technology partnerships and global delivery centers across the US and Asia Pacific, make T/DG an ideal choice for next-generation initiatives. T/DG is a CMMi Level 5 ver1.3 Dev and Service Appraised company along with certifications in ISO 9001:2008, ISO 20000-1:2011, ISO 27001:2013, ISO 22301:2012 and SSAE 16, Type II. For more information, visit www.thedigitalgroup.com P A R T N E R www.3rdisearch.com RELEVANT | DEEP | INSIGHTS