Companies, such as Google and Microsoft, are building web-scale linked knowledge bases for the purpose of indexing and searching the Web, but these efforts do not address the problem of building accurate, fine-grained, deep knowledge bases for specific application domains. We are developing an integration framework, called Karma, which supports the rapid, end-to-end construction of such linked knowledge bases. In this talk I will describe machine-learning techniques for mapping new data sources to a domain model and linking the data across sources. I will also present several applications of this technology, including building virtual museums and integrating data sources for peacebuilding.
HYH Systems provides medical transcription and other business process outsourcing services to hospitals, clinics, and medical practices. It offers transcription turnaround times as quick as 1-2 hours for STAT reports. Services include medical transcription, medical records processing, and custom website development. Rates are as low as 8-12 cents per line and the company aims to reduce clients' costs by up to 40% compared to traditional vendors.
công ty chuyên sản xuất in thêu mũ nón du lịch, tai bèo, quảng cáo và các loại đồng phục bảo hộ lao động, áo thun, cờ lễ hội, cờ công ty theo yêu cầu của khách hàng gần xa
The document discusses common mistakes made when constructing sentences, such as not properly conjugating auxiliary verbs with the subject and tense. It notes that auxiliary verbs like "is", "are", "am", "was", "were", and "will" must match the subject and tense, whether the sentence is affirmative or negative. Examples are provided like "They bought a new car, didn’t they?" and "Don’t go to miss the lesson, will you?" to illustrate proper auxiliary verb usage.
El documento habla sobre el diseño editorial y la diagramación. La diagramación se encarga de organizar contenidos escritos, visuales y en algunos casos audiovisuales en medios impresos y electrónicos como libros, revistas y periódicos. Organiza estos contenidos usando elementos como la direccionalidad, las tensiones, las jerarquías visuales y el ritmo.
El documento describe 5 ángulos básicos para tomar fotografías: el ángulo normal muestra el sujeto de forma natural; el ángulo picado logra una sensación de vulnerabilidad y se usa en niños y objetos pequeños; el ángulo cenital enfoca el objeto y muestra más el entorno; el ángulo contrapicado produce una sensación de superioridad y se usa en edificios; y el ángulo nadir incrementa la sensación de superioridad y hace ver todo de forma enorme.
Los principales símbolos patrios del Perú son la bandera, el escudo y el himno nacional. La bandera peruana consta de tres franjas verticales rojas y blancas. El escudo nacional muestra una vicuña, un árbol de quina y una cornucopia derramando monedas de oro. El himno nacional, adoptado en 1821, expresa el fervor patriótico de los peruanos por la independencia. Otros símbolos incluyen la escarapela con los colores de la bandera.
HYH Systems provides medical transcription and other business process outsourcing services to hospitals, clinics, and medical practices. It offers transcription turnaround times as quick as 1-2 hours for STAT reports. Services include medical transcription, medical records processing, and custom website development. Rates are as low as 8-12 cents per line and the company aims to reduce clients' costs by up to 40% compared to traditional vendors.
công ty chuyên sản xuất in thêu mũ nón du lịch, tai bèo, quảng cáo và các loại đồng phục bảo hộ lao động, áo thun, cờ lễ hội, cờ công ty theo yêu cầu của khách hàng gần xa
The document discusses common mistakes made when constructing sentences, such as not properly conjugating auxiliary verbs with the subject and tense. It notes that auxiliary verbs like "is", "are", "am", "was", "were", and "will" must match the subject and tense, whether the sentence is affirmative or negative. Examples are provided like "They bought a new car, didn’t they?" and "Don’t go to miss the lesson, will you?" to illustrate proper auxiliary verb usage.
El documento habla sobre el diseño editorial y la diagramación. La diagramación se encarga de organizar contenidos escritos, visuales y en algunos casos audiovisuales en medios impresos y electrónicos como libros, revistas y periódicos. Organiza estos contenidos usando elementos como la direccionalidad, las tensiones, las jerarquías visuales y el ritmo.
El documento describe 5 ángulos básicos para tomar fotografías: el ángulo normal muestra el sujeto de forma natural; el ángulo picado logra una sensación de vulnerabilidad y se usa en niños y objetos pequeños; el ángulo cenital enfoca el objeto y muestra más el entorno; el ángulo contrapicado produce una sensación de superioridad y se usa en edificios; y el ángulo nadir incrementa la sensación de superioridad y hace ver todo de forma enorme.
Los principales símbolos patrios del Perú son la bandera, el escudo y el himno nacional. La bandera peruana consta de tres franjas verticales rojas y blancas. El escudo nacional muestra una vicuña, un árbol de quina y una cornucopia derramando monedas de oro. El himno nacional, adoptado en 1821, expresa el fervor patriótico de los peruanos por la independencia. Otros símbolos incluyen la escarapela con los colores de la bandera.
Lalit Singh has completed the requirements to be recognized as an Android Certified Application Engineer. The certificate was issued on Nov. 19, 2015 and can be verified by visiting www.androidatc.com/_transcript.php with the Android ATC ID of ATC1001122.
Habilidades lingüísticas daniel cassany...Nohemi M.
El documento describe las habilidades lingüísticas fundamentales para la comunicación, que incluyen hablar, escribir, escuchar y leer. Estas habilidades se clasifican según si son orales o escritas, y si tienen un papel receptivo o productivo en la comunicación. Además, las macrohabilidades combinan la comprensión lectora con la expresión oral y permiten desarrollar una comprensión global del texto e inferir significados de palabras desconocidas.
The Ennis Hall Art Gallery is displaying paintings and drawings by artist Ken Procter in an exhibition called "Journeys". The retrospective spans 30 years of Procter's work and shows his artistic evolution and exploration through varied themes and styles. Procter's works are influenced by Eastern and Western landscape painters and feature nature as the dominant theme along with symbolism and spirituality. The exhibition runs from August 17 to September 11, 2015 and includes over 90 of Procter's works, showcasing his unique representations of nature through line, shadow, and geometric and organic forms.
Mariiijo García se siente hermosa y no le importa lo que las personas envidiosas digan de ella. Ella no necesita ser como otras para sentirse bella y no necesita llamar la atención gritando o saltando.
Máy xịt rửa xe cho tiệm rửa xe chuyên nghiệp cho các tiệm rửa xe máy. Ưu điểm giá thành rẻ, lượng nước lớn.
Chi tiết: http://mayruaxegiare.com/san-pham/may-xit-rua-xe-hl45/
The present work establishes a plausible case for achieving a modelled process of lipid and biogas production, via Spirulina cultivation, lipid solvent extraction and biogas production from the remaining fraction, mainly formed by carbohydrates and proteins. The pathway is based on own laboratory data described and presented here from cultivation experiments of the algae and analysis of its content. The cultivation has been then modelled in order to up-scale it to an industrial process.
Virtual Tour of the Museum of Unnatural Historymikescalise
A before-and-after tour or 826DC's newest writing center and storefront, The Museum of Unnatural History. Included: caves, archeological mini-digs, unverified skeletal remains, and a beautiful writing lab that will serve the students of Washington, DC.
The proposed virtual museum platform would connect organizations promoting Mediterranean cuisine and culture across Europe. It would provide multimedia content like videos, recipes, and expert advice on different countries' food traditions. The platform would link to other related projects and standards to encourage cultural exchange and tourism. It aims to preserve intangible cultural heritage around the Mediterranean diet and support local producers and economies in a sustainable way.
Towards a digital museum - museiforum and musund 2010Malcolm Chapman
This document discusses how museums can connect with visitors in new ways using digital tools. It outlines traditional models of online engagement like websites and online collections, as well as new models using social media platforms. It notes that audiences now expect more sophisticated online experiences tailored to their needs and spaces. The document advocates moving away from passive, one-way content delivery and toward more participatory and audience-centered digital experiences.
Virtual Museum( Chapter 26 Age of Democracy and Progress, 1815–1914)Lindsay Kate Pizon
This document provides information on several exhibits from the "Age of Democracy and Progress, 1815–1914" exhibit. It summarizes:
Exhibit 1 discusses the 1832 Reform Act in England which introduced wide-ranging changes to the electoral system. Exhibit 2 discusses Queen Victoria and Prince Albert's loving marriage and family life that became a British ideal. Exhibit 3 discusses the Dreyfus affair political scandal in France from 1894-1906 that divided the country.
the first virtual museum «Luhansk's ART and FACTs» has been created in Ukraine. The museum i’s dedicated to the cultural and social life of Luhansk from the Orange Revolution and up till the Revolution of Dignity.
The virtual museum was created as a part of «Luhansk’s ART & FACTs - preservation of the cultural heritage of Donbas» project.
The project is a collaboration between the Goethe-Institute in Ukraine and Youth Organization STAN with financial support of the Federal Foreign Office of the Federal Republic of Germany under the Eastern Partnership initiative with consultation from the Friedrichshain-Kreuzberg Museum in Berlin and technical help of IT studio Zina Design.
The Challenge of Digital Sources in the Web Age: Common Tensions Across Three...Digital History
Digital History seminar
29 September 2015
Ian Milligan (University of Waterloo)
http://ihrdighist.blogs.sas.ac.uk/2015/09/01/tuesday-29-september-2015-ian-milligan-the-challenge-of-digital-sources-in-the-web-age-common-tensions-across-three-web-histories-1994-2015/
Lessons Learned in Building Linked Data for the American Art CollaborativeCraig Knoblock
Slides for the paper presented at the 2017 International Semantic Web Conference (ISWC) in Vienna Austria on Oct 23. Paper is available here: https://iswc2017.semanticweb.org/wp-content/uploads/papers/MainProceedings/382.pdf
New OrleansNovember 16-17, 2015
Expanding Machine-Readable Access Methods for Collections
Tearing Down Data Silos with Linked Open Data
Eleanor E. Fink, Manager, American Art Collaborative
Knowledge Organization | LIS653 | Fall 2017PrattSILS
This document discusses how libraries, archives, and museums (LAMs) have engaged with Wikipedia and Wikidata. It lists examples of different collaboration methods between LAMs and Wikipedia/Wikidata, such as having a Wikipedian-in-Residence, holding edit-a-thon events to improve articles, crowdsourcing content from collections, and using Wikidata for digital preservation. It also discusses potential reasons why a LAM would engage with Wikipedia/Wikidata, such as to improve articles by adding verifiable information, increase traffic to their own websites, and use Wikipedia as an instructional tool for their collections.
American Art Collaborative Linked Open Data presentation to "The Networked Cu...American Art Collaborative
An August 2017 presentation by Eleanor Fink to "The Networked Curator: Association of Art Museum Curators Foundation Digital Literacy Workshop for Art Curators"
The document discusses social networks and computer science. Some key points:
1. Social networks can be represented as graphs with people as vertices and relationships as edges. Quantitative analysis looks at graph properties and constructs models to explain them.
2. Computer science can help study large-scale social networks through processing power, storage, and algorithms. Areas of study include network structure, how networks change over time, and designing tools to monitor/predict changes.
3. Structural properties like degree distribution, connected components, and small world phenomena are observed in social networks. The dynamics of link formation, homophily, and positive/negative links are also examined.
Lalit Singh has completed the requirements to be recognized as an Android Certified Application Engineer. The certificate was issued on Nov. 19, 2015 and can be verified by visiting www.androidatc.com/_transcript.php with the Android ATC ID of ATC1001122.
Habilidades lingüísticas daniel cassany...Nohemi M.
El documento describe las habilidades lingüísticas fundamentales para la comunicación, que incluyen hablar, escribir, escuchar y leer. Estas habilidades se clasifican según si son orales o escritas, y si tienen un papel receptivo o productivo en la comunicación. Además, las macrohabilidades combinan la comprensión lectora con la expresión oral y permiten desarrollar una comprensión global del texto e inferir significados de palabras desconocidas.
The Ennis Hall Art Gallery is displaying paintings and drawings by artist Ken Procter in an exhibition called "Journeys". The retrospective spans 30 years of Procter's work and shows his artistic evolution and exploration through varied themes and styles. Procter's works are influenced by Eastern and Western landscape painters and feature nature as the dominant theme along with symbolism and spirituality. The exhibition runs from August 17 to September 11, 2015 and includes over 90 of Procter's works, showcasing his unique representations of nature through line, shadow, and geometric and organic forms.
Mariiijo García se siente hermosa y no le importa lo que las personas envidiosas digan de ella. Ella no necesita ser como otras para sentirse bella y no necesita llamar la atención gritando o saltando.
Máy xịt rửa xe cho tiệm rửa xe chuyên nghiệp cho các tiệm rửa xe máy. Ưu điểm giá thành rẻ, lượng nước lớn.
Chi tiết: http://mayruaxegiare.com/san-pham/may-xit-rua-xe-hl45/
The present work establishes a plausible case for achieving a modelled process of lipid and biogas production, via Spirulina cultivation, lipid solvent extraction and biogas production from the remaining fraction, mainly formed by carbohydrates and proteins. The pathway is based on own laboratory data described and presented here from cultivation experiments of the algae and analysis of its content. The cultivation has been then modelled in order to up-scale it to an industrial process.
Virtual Tour of the Museum of Unnatural Historymikescalise
A before-and-after tour or 826DC's newest writing center and storefront, The Museum of Unnatural History. Included: caves, archeological mini-digs, unverified skeletal remains, and a beautiful writing lab that will serve the students of Washington, DC.
The proposed virtual museum platform would connect organizations promoting Mediterranean cuisine and culture across Europe. It would provide multimedia content like videos, recipes, and expert advice on different countries' food traditions. The platform would link to other related projects and standards to encourage cultural exchange and tourism. It aims to preserve intangible cultural heritage around the Mediterranean diet and support local producers and economies in a sustainable way.
Towards a digital museum - museiforum and musund 2010Malcolm Chapman
This document discusses how museums can connect with visitors in new ways using digital tools. It outlines traditional models of online engagement like websites and online collections, as well as new models using social media platforms. It notes that audiences now expect more sophisticated online experiences tailored to their needs and spaces. The document advocates moving away from passive, one-way content delivery and toward more participatory and audience-centered digital experiences.
Virtual Museum( Chapter 26 Age of Democracy and Progress, 1815–1914)Lindsay Kate Pizon
This document provides information on several exhibits from the "Age of Democracy and Progress, 1815–1914" exhibit. It summarizes:
Exhibit 1 discusses the 1832 Reform Act in England which introduced wide-ranging changes to the electoral system. Exhibit 2 discusses Queen Victoria and Prince Albert's loving marriage and family life that became a British ideal. Exhibit 3 discusses the Dreyfus affair political scandal in France from 1894-1906 that divided the country.
the first virtual museum «Luhansk's ART and FACTs» has been created in Ukraine. The museum i’s dedicated to the cultural and social life of Luhansk from the Orange Revolution and up till the Revolution of Dignity.
The virtual museum was created as a part of «Luhansk’s ART & FACTs - preservation of the cultural heritage of Donbas» project.
The project is a collaboration between the Goethe-Institute in Ukraine and Youth Organization STAN with financial support of the Federal Foreign Office of the Federal Republic of Germany under the Eastern Partnership initiative with consultation from the Friedrichshain-Kreuzberg Museum in Berlin and technical help of IT studio Zina Design.
The Challenge of Digital Sources in the Web Age: Common Tensions Across Three...Digital History
Digital History seminar
29 September 2015
Ian Milligan (University of Waterloo)
http://ihrdighist.blogs.sas.ac.uk/2015/09/01/tuesday-29-september-2015-ian-milligan-the-challenge-of-digital-sources-in-the-web-age-common-tensions-across-three-web-histories-1994-2015/
Lessons Learned in Building Linked Data for the American Art CollaborativeCraig Knoblock
Slides for the paper presented at the 2017 International Semantic Web Conference (ISWC) in Vienna Austria on Oct 23. Paper is available here: https://iswc2017.semanticweb.org/wp-content/uploads/papers/MainProceedings/382.pdf
New OrleansNovember 16-17, 2015
Expanding Machine-Readable Access Methods for Collections
Tearing Down Data Silos with Linked Open Data
Eleanor E. Fink, Manager, American Art Collaborative
Knowledge Organization | LIS653 | Fall 2017PrattSILS
This document discusses how libraries, archives, and museums (LAMs) have engaged with Wikipedia and Wikidata. It lists examples of different collaboration methods between LAMs and Wikipedia/Wikidata, such as having a Wikipedian-in-Residence, holding edit-a-thon events to improve articles, crowdsourcing content from collections, and using Wikidata for digital preservation. It also discusses potential reasons why a LAM would engage with Wikipedia/Wikidata, such as to improve articles by adding verifiable information, increase traffic to their own websites, and use Wikipedia as an instructional tool for their collections.
American Art Collaborative Linked Open Data presentation to "The Networked Cu...American Art Collaborative
An August 2017 presentation by Eleanor Fink to "The Networked Curator: Association of Art Museum Curators Foundation Digital Literacy Workshop for Art Curators"
The document discusses social networks and computer science. Some key points:
1. Social networks can be represented as graphs with people as vertices and relationships as edges. Quantitative analysis looks at graph properties and constructs models to explain them.
2. Computer science can help study large-scale social networks through processing power, storage, and algorithms. Areas of study include network structure, how networks change over time, and designing tools to monitor/predict changes.
3. Structural properties like degree distribution, connected components, and small world phenomena are observed in social networks. The dynamics of link formation, homophily, and positive/negative links are also examined.
This document provides an overview of search engine technology and the goals of the SET FALL 2009 course. It discusses different types of search engines, what is required to build a search engine, and course logistics such as topics, readings, assignments, and projects. The key goals of the course are to understand how search engines work, their limitations, and learn how to analyze textual and structured data through coding, modeling, and evaluation.
This presentation was provided by John Walsh of the HathiTrust Research Center, during the NISO Hot Topic Virtual Conference "Text and Data Mining." The event was held on May 25, 2022.
This document summarizes a discussion on using Linked Open Data (LOD) for museums. It discusses:
1) The American Art Collaborative (AAC), a consortium of US museums working to implement LOD within their collections to provide open access and interconnect data.
2) The benefits of LOD include telling fuller stories, augmenting collection information by connecting to other institutions, and making data more usable for developers.
3) Challenges include mastering ontologies, data inconsistencies, maintaining accuracy of tools, and understanding implications of different data models.
4) The AAC is developing best practices guides, apps, and open source tools from their experience implementing an LOD initiative over
Crim 4385 undergraduate research methods spr15ciakov
The document provides an overview of research methods and strategies for students in a criminology course. It discusses key concepts such as determining authority, developing search strategies using keywords and Boolean operators, and searching criminal justice databases and the library catalog. Tips are also provided on writing literature reviews, paraphrasing sources, and properly citing references.
This AAPB presentation was given at the 2016 National Federation of Community Broadcasters (NFCB) conference in Denver, Colorado. Panelists included Karen Cariani, Alan Gevinson, Rachel Curtis, and Casey Davis.
Dataverse in the Universe of Data by Christine L. Borgmandatascienceiqss
Data repositories are much more than "black boxes" where data go in but may never come out. Rather, they are situated in communities, with contributors, users, reusers, and repository staff who may engage actively or passively with participants. This talk will explore the roles that Dataverse plays – or could play – in individual communities.
Invited Talk: Early Detection of Research Topics Angelo Salatino
Slides of my talk at Chan Zuckerberg Initiative (Meta)
Abstract:
The ability to promptly recognise new research trends is strategic for many stakeholders, including universities, institutional funding bodies, academic publishers and companies. While the literature describes several approaches which aim to identify the emergence of new research topics early in their lifecycle, these rely on the assumption that the topic in question is already associated with a number of publications and consistently referred to by a community of researchers. Hence, detecting the emergence of a new research area at an embryonic stage, i.e., before the topic has been consistently labelled by a community of researchers and associated with a number of publications, is still an open challenge. In this paper, we begin to address this challenge by performing a study of the dynamics preceding the creation of new topics. This study indicates that the emergence of a new topic is anticipated by a significant increase in the pace of collaboration between relevant research areas, which can be seen as the ‘parents’ of the new topic. These initial findings (i) confirm our hypothesis that it is possible in principle to detect the emergence of a new topic at the embryonic stage, (ii) provide new empirical evidence supporting relevant theories in Philosophy of Science, and also (iii) suggest that new topics tend to emerge in an environment in which weakly interconnected research areas begin to cross-fertilise.
This document summarizes techniques for social network analysis using content and graphs. It discusses how to construct graphs from varied data sources by extracting entities, relationships, and representations from unstructured text. It then covers approaches to community detection in networks, including modularity optimization, Infomap, and spectral clustering algorithms. It provides an example analysis using the ISVG dataset of terrorist and criminal groups.
Marjorie M.K. Hlava, President and founder of Access Innovations, Inc. and the Data Harmony suite of indexing software, gives the Miles Conrad Memorial Lecture at the 2014 Annual Conference for the National Federation of Advanced Information Services (NFAIS).
The Miles Conrad Award and accompanying lecture was established in 1965 in commemoration of NFAIS founder, G. Miles Conrad. Hlava earned the Miles Conrad Award this January for her past and continuing services to NFAIS and the Information and Knowledge Management industries.
How can we mine, analyse and visualise the Social Web?
In this lecture, you will learn about mining social web data for analysis. Data preparation and gathering basic statistics on your data.
Similar to From Virtual Museums to Peacebuilding: Creating and Using Linked Knowledge (20)
Learning to Adapt to Sensor Changes and FailuresCraig Knoblock
This document discusses adapting to changes in sensors and sensor data. It presents three key points:
1) Learning to replace individual failed sensors by reconstructing their values using other correlated working sensors, even without overlapping data between the old and new sensors.
2) Automatically adapting to changes in entire sensor systems or devices by learning transformations between the old and new sensor data formats.
3) Estimating the quality of sensor adaptations and detecting sensor failures by simulating failures and comparing actual adaptation errors to similar past cases.
From Artwork to Cyber Attacks: Lessons Learned in Building Knowledge Graphs u...Craig Knoblock
Over the last few years we have been building domain-specific knowledge graphs for a variety of real-world problems, including creating virtual museums, combating human trafficking, identifying illegal arms sales, and predicting cyber attacks. We have developed a variety of techniques to construct such knowledge graphs, including techniques for extracting data from online sources, aligning the data to a domain ontology, and linking the data across sources. In his talk I will present these techniques and describe our experience in applying Semantic Web technologies to build knowledge graphs for real-world problems.
Extracting, Aligning, and Linking Data to Build Knowledge GraphsCraig Knoblock
This document discusses building knowledge graphs by extracting, aligning, and linking data from various sources. It describes crawling websites to acquire raw data, using both structured and unstructured extraction to extract features from the data, aligning the extracted features to a common schema, and resolving entities in the data to merge records referring to the same real-world entity. It also discusses techniques for collectively resolving entities in large datasets, summarizing graphs by grouping similar nodes into super-nodes, and using the summarized graph to predict links in the original graph. The overall goal is to clean, organize, and link disconnected data into a knowledge graph that is easier to query, analyze, and visualize.
This document proposes an approach called SemTyper for assigning semantic labels from a domain ontology to data attributes in a source. SemTyper uses text similarity and statistical tests to holistically label textual and numeric data, respectively. It was evaluated on museum, city, weather, and flight data and showed improved accuracy over prior approaches while training 250x faster. SemTyper can also handle noisy data and works with any user-selected ontology.
A scalable architecture for extracting, aligning, linking, and visualizing mu...Craig Knoblock
The document proposes an architecture for extracting, aligning, linking, and visualizing multi-source intelligence data at scale. The architecture uses open source software like Apache Nutch, Karma, ElasticSearch, and Hadoop to extract structured and unstructured data, integrate the data using machine learning, compute similarities, resolve entities, construct a knowledge graph, and allow querying and visualization of the graph. An example scenario of analyzing a country's nuclear capabilities from open sources is provided to illustrate the system.
Semantics for Big Data Integration and AnalysisCraig Knoblock
Much of the focus on big data has been on the problem of processing very large sources. There is an equally hard problem of how to normalize, integrate, and transform the data from many sources into the format required to run large-scale anal- ysis and visualization tools. We have previously developed an approach to semi-automatically mapping diverse sources into a shared domain ontology so that they can be quickly com- bined. In this paper we describe our approach to building and executing integration and restructuring plans to support analysis and visualization tools on very large and diverse datasets.
A Semantic Approach to Retrieving, Linking, and Integrating Heterogeneous Ge...Craig Knoblock
This document proposes a semantic approach to retrieve, link, and integrate heterogeneous geospatial data. It models geospatial data using RDF and an ontology, links similar entities across data sources using geospatial relationships and similarity metrics, and integrates the data by eliminating redundancy and combining complementary properties with SPARQL queries. The approach aims to empower end-users to more easily extract, combine and use geospatial data from different sources.
Discovering Alignments in Ontologies of Linked DataCraig Knoblock
This document summarizes a research paper that presents an approach for automatically discovering schema-level mappings between ontologies of linked data sources. The approach uses an extensional approach to align concepts based on the overlap of instances belonging to different concepts. It can discover alignments between atomic and conjunctive restriction classes, as well as detect concept coverings using disjunctive restriction classes. The approach is able to find rich alignments even when ontologies are rudimentary, and can detect outliers that may require corrections.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
4. The Web Today
Crystal Bridges
Museum of
American Art
Dallas Museum
of Art
I ndianapolis
Museum
of Art
The Met ropolitan
Museum of Art
Nat ional Port rait
Gallery
Smit hsonian American
Art Museum
5. Linked Data Today
Crystal Bridges
Museum of
American Art
Dallas Museum
of Art
I ndianapolis
Museum
of Art
The Met ropolitan
Museum of Art
Nat ional Port rait
Gallery
Smit hsonian American
Art Museum
6. Linked Data Today
Crystal Bridges
Museum of
American Art
Dallas Museum
of Art
I ndianapolis
Museum
of Art
The Met ropolitan
Museum of Art
Nat ional Port rait
Gallery
Smit hsonian American
Art Museum
✔
✖
7. Linked Data with a Shared
Domain Model
Crystal Bridges
Museum of
American Art
Dallas Museum
of Art
I ndianapolis
Museum
of Art
The Met ropolitan
Museum of Art
Nat ional Port rait
Gallery
Smit hsonian American
Art Museum
8. Crystal Bridges
Museum of
American Art
Dallas Museum
of Art
I ndianapolis
Museum
of Art
The Met ropolitan
Museum of Art
Nat ional Port rait
Gallery
Smit hsonian American
Art Museum
Linked Data with a Shared
Domain Model
10. Properties of Linked Knowledge
Current
• No domain model
• Sparse links
• Not curated
• No provenance data
• Not current
Desired
• Shared domain models
• Rich links
• Curated
• Provenance data
• Up to date
12. American Art Collaborative
• Building a virtual museum of American art
• Rich, interlinked repository of cultural heritage
knowledge
• 13 U.S. museums with
large collections of
American art
• Shared domain model
• Links across museums
• Links to other sites
• Already mapped the data from the Smithsonian,
Crystal Bridges, and Amon Carter museums of
American art
13. Implemented in Scalar (scalar.usc.edu)
Crystal Bridges Museum of American Art
Smithsonian American Art Museum
Amon Carter Museum of American Art
20. Peacebuilding Data
• Peacebuilding
• Identify and implement interventions that can
prevent violent conflicts
• Today
• Lots of data available to identify indicators of
possible conflicts
• But difficult to find and analyze the data
World-Wide Human
Geography Data
Working Group Strauss CenterUnited Nations
World Health
Organization
24. Goal: Use the data and interconnections to
predict conflicts and identify interventions
Prevalence of Undernourishment in Sierra Leone
Armed Conflict Events
Year
Percentage
26. Steps to Create Linked Knowledge
• Map data to a common representation
… select ontologies
… create a semantic model using the ontologies
… generate RDF
• Link to external resources
… identify the links
… curate the links
31. Semantic Model
Describes the source in terms of the concepts and relationships
defined by the domain ontology
Source
object property
data property
subClassOf
Domain Ontology
Person
Organization
Place
State
name
birthdate
bornIn
worksFor state
name
phone
name
livesIn
City
Event
ceo
location
organizer
nearby
startDate
title
isPartOf
postalCode
Column 1 Column 2 Column 3 Column 4 Column 5
Bill Gates Oct 1955 Microsoft Seattle WA
Mark Zuckerberg May 1984 Facebook White Plains NY
Larry Page Mar 1973 Google East Lansing MI
32. Semantic Types
Column 1 Column 2 Column 3 Column 4 Column 5
Bill Gates Oct 1955 Microsoft Seattle WA
Mark Zuckerberg May 1984 Facebook White Plains NY
Larry Page Mar 1973 Google East Lansing MI
Person Organization City State
name birthdate name namename
Person
33. Relationships
Column 1 Column 2 Column 3 Column 4 Column 5
Bill Gates Oct 1955 Microsoft Seattle WA
Mark Zuckerberg May 1984 Facebook White Plains NY
Larry Page Mar 1973 Google East Lansing MI
Person
Organization
City
State
name birthdate
bornIn
worksFor
state
name
name
name
This semantic model is converted to a semantic
description in R2RML
38. Learning Semantic Types
• Requirements:
• Learn from a small number of examples
• Distinguish both string and numeric values
• Can be learned quickly and is highly scalable to large
numbers of semantic types
Person OrganizationCity State
name birthdate name namename
Person
name date city state workplace
1 Fred Collins Oct 1959 Seattle WA Microsoft
2 Tina Peterson May 1980 New York NY Google
Domain Ontology
40. Numeric
Data
Learning Semantic Types (cont.)
• Numeric Data:
• Apply statistical hypothesis testing to
determine which distribution fits best
• Apply Kolmogorov-Smirnov Test
• Combined Approach:
• Classify each set of data first and apply
appropriate test
• If ambiguous, apply both methods
• Top-k suggestions returned based
on the confidence scores
43. Determine Relationships
Select minimal tree that connects all semantic types
• A customized Steiner tree algorithm [Kou & Markowsky, 1981]
Initial Model
date
47. Improved Approach
Taheriyan et al., ISWC 2013, ICSC 2014
Domain Ontology
Learn
Semantic Types
C
R
F
Sample Data
Construct a Graph
Generate
Candidate Models
Rank Results
Known Semantic
Models
54. Pedro Szekely and Craig KnoblockUniversity of Southern California
John Singer Sargent
ima:SaamPerson_John_Singer_Sargent
a saam:SaamPerson ;
dct:date "1856-1925" ;
foaf:name "John Singer Sargent"
.
saam:SaamPerson_4253
a saam:SaamPerson ;
saam:associatedPlace
saam:SaamPlace_1357324439768t1r13950_0,
saam:SaamPlace_1357324439768t1r13951_0 ;
saam:constituentId "4253" ;
rdaGr2:biographicalInformation
“Painter. Sargent traveled …" ;
rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ;
rdaGr2:dateOfBirth "1856-1-12" ;
rdaGr2:dateOfDeath "1925-4-15" ;
rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ;
rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ;
skos:altLabel "John S. Sargent" ;
skos:prefLabel "John Singer Sargent" .
cb:SaamPerson_John_Singer_Sargent
a saam:SaamPerson ;
ont0:dateOfBirth "1879", "1885" ;
ont0:dateOfDeath "1925" ;
skos:prefLabel "John Singer Sargent" .
met:SaamPerson_John_Singer_Sargent
a saam:SaamPerson ;
ont0:placeOfResidence
"North and Central America",
"United States" ;
foaf:name "John Singer Sargent" .
dallas:SaamPerson_John_Singer_Sargent
a saam:SaamPerson ;
ont0:dateOfBirth "1856" ;
ont0:dateOfDeath "1925" ;
foaf:name "John Singer Sargent" .
55. Interactive Linking in Karma
Integrated a linking services that allows a user to
reconcile the entities with other sources
56. Intuition
Estimate discrimination power of properties,
e.g., of name, birth and death dates
birth date death date # of people
… … …
1800 1820 147
1800 1821 284
1800 1822 213
… … …
every
combination
of dates
Song, D., Heflin, J.: Domain-independent entity coreference for linking ontology instances.
ACM Journal of Data and Information Quality (ACM JDIQ) (2012)
similar idea to
61. Related Work
• Source modeling
• Semantic typing of inputs and outputs [Heß et al., 2003] [Lerman et al., 2006]
[Stonebraker et al., 2013]
• Schema mapping (e.g., Clio [Fagin et al., 2009])
• Mapping languages (e.g., D2R [Bizer, 2003], D2RQ [Bizer and Seaborne, 2004],
R2RML [Das et al., 2012])
• Linking
• Tools for linking data across sources (e.g., Silk [Volz et al., 2009], LIMES [Ngomo
& Auer])
• Support for missing values and variation in discriminability [Song & Heflin,
2012]
• Knowledge graphs
• Google Knowledge Graph & Microsoft Santori knowledge repository
• Linked Data Integration Framework (LDIF) [Schultz et al, 2012]
62. Related Work:
Cultural Heritage Data
• Europeana project (Haslhofer & Isaac, 2011)
• 30 million objects from 2,300 institutions
• Integrated, but shallow domain model with
limited semantics and sparsely linked
• Isolated jewels
• Amsterdam Museum (Boer et al, 2012)
• Museum Finland (Hyvonen et al., 2005)
• LODAC museums in Japan
(Matsumura et al., 2012)
• British Museum (collection.brishmuseum.org)
• Detailed models, but few links
63. Discussion
Ability to create linked knowledge
• Shared domain models
• Karma provides semi-automatic and interactive approach to
building the source models
• Rich links
• Integrated an initial linking capability in Karma – now working on
general capability
• Curated
• Curation approach currently being integrated into Karma
• Provenance data
• Now store basic provenance info using PROV, but more to be done
• Up to date
• Source models make it possible to refresh the data, but more to be
done
64. Future Work
• End-to-end approach to building linked
knowledge in Karma
• Learning links from examples
• Extraction from text
• Visualization tools
• Ontology refinement
• Transformation learning
• Geospatial data support
• Support for cloud-based execution
66. Acknowledgements
• Thanks to our sponsors:
• Smithsonian American Art Museum
• Center for Global Health and Peacebuilding
• National Science Foundation
• Intelligence Advanced Research Projects Activity
• Air Force Research Laboratory
Data are linked together.
There could be millions of relationships about art that would surprise us but we don’t event know.
When we learn about art, if we also put our focuses on the relationships, we might find interesting stories about things we are familiar with, or things we are not familiar with.
And therefore, learning itself would be much more interesting.
Start from one topic of interest
Explore other nodes until user generates a path of interest
Starts off with default generated text and images/videos
Users can choose their own images, videos, and text
Starts off with default generated text and images/videos
Users can choose their own images, videos, and text
Story player plays back images and videos that user has selected
Using text to speech technology, story player will narrate information from topic to topic
Tokenize values in a given labeled column into pure alphabetic, numeric and symbol tokens
Extract features from the tokens and the column name and associate them with column’s semantic type