How computers understand text content - by Anna DivoliAnna Divoli
This is the deck presented at the Auckland Content Strategy Meetup in August 2015.
http://www.meetup.com/Auckland-content-strategy-meetup/events/223324647/
How can computers understand text? And what happens when they can? Come along to a Meetup that looks forward to a world where computers can truly understand human language.
Hear about what will be possible when 'text mining' machines can understand huge amounts of content. How much can today's computers understand from what we write? More than you think! And that's handy, given the massive amount of text data generated every day. How do they do it? And what can we puny humans do to help make text content easier (or harder) to analyse?
There's more research happening of this every day, all around the globe - including right here in Auckland. Dr. Anna Divoli will tell us all about it, and advise us how to take advantage of this automation. In our traditional style, we'll open up a wide-ranging chat afterwards.
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Dr. ANNA DIVOLI is the Head of Research and Development at Pingar, a company that wants machines to learn as easily from text as they do from databases. Anna has been developing and evaluating algorithms and user interfaces for text mining systems since 2001. Her research has a wide range of applications including automatic database annotation, usability of search engines, knowledge acquisition, entity extraction and document clustering.
She has an MSc in Biosystems and Informatics from the University of Liverpool, a PhD in Biomedical Text Mining from the University of Manchester and held postdoctoral research positions in the prestigious School of Information at the University of California at Berkeley and later the Department of Medicine at the University of Chicago.
The document discusses how the photoelectric effect demonstrates that light behaves as both a particle and wave. It explains that digital cameras rely on the photoelectric effect, where light causes metal pixels on a CCD chip to become charged, allowing an image to be stored. The document also notes that eyes have a biological version of a CCD chip, and sight relies on the photoelectric effect in a similar manner.
This chapter discusses electrons and their strange properties. It interrupts the typical curriculum but explores the "weirdness" of electrons which are important for understanding bonds. While scientists don't fully understand electrons, studying them now will help with later chapters that cover chemistry and the periodic table.
How computers understand text content - by Anna DivoliAnna Divoli
This is the deck presented at the Auckland Content Strategy Meetup in August 2015.
http://www.meetup.com/Auckland-content-strategy-meetup/events/223324647/
How can computers understand text? And what happens when they can? Come along to a Meetup that looks forward to a world where computers can truly understand human language.
Hear about what will be possible when 'text mining' machines can understand huge amounts of content. How much can today's computers understand from what we write? More than you think! And that's handy, given the massive amount of text data generated every day. How do they do it? And what can we puny humans do to help make text content easier (or harder) to analyse?
There's more research happening of this every day, all around the globe - including right here in Auckland. Dr. Anna Divoli will tell us all about it, and advise us how to take advantage of this automation. In our traditional style, we'll open up a wide-ranging chat afterwards.
===
Dr. ANNA DIVOLI is the Head of Research and Development at Pingar, a company that wants machines to learn as easily from text as they do from databases. Anna has been developing and evaluating algorithms and user interfaces for text mining systems since 2001. Her research has a wide range of applications including automatic database annotation, usability of search engines, knowledge acquisition, entity extraction and document clustering.
She has an MSc in Biosystems and Informatics from the University of Liverpool, a PhD in Biomedical Text Mining from the University of Manchester and held postdoctoral research positions in the prestigious School of Information at the University of California at Berkeley and later the Department of Medicine at the University of Chicago.
The document discusses how the photoelectric effect demonstrates that light behaves as both a particle and wave. It explains that digital cameras rely on the photoelectric effect, where light causes metal pixels on a CCD chip to become charged, allowing an image to be stored. The document also notes that eyes have a biological version of a CCD chip, and sight relies on the photoelectric effect in a similar manner.
This chapter discusses electrons and their strange properties. It interrupts the typical curriculum but explores the "weirdness" of electrons which are important for understanding bonds. While scientists don't fully understand electrons, studying them now will help with later chapters that cover chemistry and the periodic table.
Dokumen ini membahas tentang penyusunan program pembiasaan karakter siswa melalui berbagai kegiatan. Program tersebut meliputi penyusunan citra diri siswa, ikrar guru, poster pendidikan karakter, dan kegiatan rutin, spontan, teladan, serta terprogram untuk melatih karakter seperti berdoa, menghormati, peduli lingkungan, dan tanggung jawab. Program ini dilaksanakan secara terpadu oleh kepala sekolah, guru, s
The document provides development proposals for an unused plot of land in Kuala Lumpur, Malaysia from two students. Boon Li Ying proposes developing a sports recreation center with facilities like a gym, yoga studio, and rock climbing wall. Ch'ng Phei Woon proposes developing a commercial area focused on food, including a two-story food court and restaurant, with additional parking and landscaping. Both proposals discuss the rationale, benefits, impacts and professions involved in the projects.
CETI was established to facilitate clinical education and training across NSW through collaboration and building sustainable capacity. It aims to improve patient care by supporting safe, high-quality, team-based learning. CETI's directorates in medicine, nursing, allied health, and rural areas work to standardize training, develop core competencies, and increase access to resources like online learning and simulation. Key priorities include building a skilled and coordinated teaching workforce, linking training to competency standards, and strengthening partnerships between CETI and local health districts.
This project involves designing a 3D board game in two parts. Part A is individual and requires students to research board games, propose a original 3D game design with description and illustrations. The best proposal from each group will be selected for Part B. Part B is group work where the selected game is improved, rules are refined, and a game board carnival is organized to demonstrate the completed game with a display booth, instruction video under 3 minutes, and documentation of the design process. Students will be assessed on their understanding of the brief, creative game design, originality, documentation, collaboration and presentation. The project aims to develop critical and creative thinking skills through hands-on game design.
This document is a participant guide for a training program at UnitedSabine. It includes an agenda that outlines five days of training covering orientation, safety, and on-the-job training. The first day covers orientation topics like a welcome, sexual harassment training, and a facility tour. The second day focuses on safety training, including topics like fire safety, personal responsibility, vehicle safety, and personal protective equipment. The third through fifth days involve on-the-job training for specific processes like the boxline process, start-up/changeover process, and clean-up systems processes. The guide provides learning objectives and outlines for each training module and day.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Strong performers and successful reformersEduSkills OECD
The yardstick for success is no longer improvement by national standards alone but the best performing education systems
Andreas Schleicher
Special advisor to the Secretary-General on Education Policy
Head of the Indicators and Analysis Division, EDU
Teks tersebut membahas tentang Penyakit Paru Obstruktif Menahun (PPOM) yang merupakan kelompok penyakit paru kronis yang ditandai dengan peningkatan resistensi aliran udara. Teks tersebut menjelaskan definisi, penyebab, gejala, pemeriksaan, dan penatalaksanaan untuk tiga penyakit utama yaitu bronkitis kronis, bronkiektasis, dan emfisema.
Meurs HRM heeft zichzelf geüpdate!
Wij brengen onze visie op duurzame inzetbaarheid bij onszelf in praktijk. Heilige huisjes worden hierbij niet ontzien. Een organisatie zonder leidinggevenden, teams en functieprofielen. Een nieuwe manier van werken waarin zelfregie, vertrouwen, eigen verantwoordelijkheid en initiatief centraal staan. Vanuit een volwassen werkrelatie doet Meurs HRM een beroep op verantwoordelijkheid, inzetbaarheid, presteren en ontwikkelen van medewerkers. Traditioneel (HR-)beleid maakt plaats voor zelfregie van medewerkers. Wij werken hard aan onze toekomstbestendigheid.
Benieuwd naar onze ervaringen, worstelingen en successen?…
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...PECB
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
-------------------------------------------------------------------------------
Find out more about ISO training and certification services
Training: ISO/IEC 27001 Information Security Management System - EN | PECB
ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
General Data Protection Regulation (GDPR) - Training Courses - EN | PECB
Webinars: https://pecb.com/webinars
Article: https://pecb.com/article
-------------------------------------------------------------------------------
For more information about PECB:
Website: https://pecb.com/
LinkedIn: https://www.linkedin.com/company/pecb/
Facebook: https://www.facebook.com/PECBInternational/
Slideshare: http://www.slideshare.net/PECBCERTIFICATION
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
Dokumen ini membahas tentang penyusunan program pembiasaan karakter siswa melalui berbagai kegiatan. Program tersebut meliputi penyusunan citra diri siswa, ikrar guru, poster pendidikan karakter, dan kegiatan rutin, spontan, teladan, serta terprogram untuk melatih karakter seperti berdoa, menghormati, peduli lingkungan, dan tanggung jawab. Program ini dilaksanakan secara terpadu oleh kepala sekolah, guru, s
The document provides development proposals for an unused plot of land in Kuala Lumpur, Malaysia from two students. Boon Li Ying proposes developing a sports recreation center with facilities like a gym, yoga studio, and rock climbing wall. Ch'ng Phei Woon proposes developing a commercial area focused on food, including a two-story food court and restaurant, with additional parking and landscaping. Both proposals discuss the rationale, benefits, impacts and professions involved in the projects.
CETI was established to facilitate clinical education and training across NSW through collaboration and building sustainable capacity. It aims to improve patient care by supporting safe, high-quality, team-based learning. CETI's directorates in medicine, nursing, allied health, and rural areas work to standardize training, develop core competencies, and increase access to resources like online learning and simulation. Key priorities include building a skilled and coordinated teaching workforce, linking training to competency standards, and strengthening partnerships between CETI and local health districts.
This project involves designing a 3D board game in two parts. Part A is individual and requires students to research board games, propose a original 3D game design with description and illustrations. The best proposal from each group will be selected for Part B. Part B is group work where the selected game is improved, rules are refined, and a game board carnival is organized to demonstrate the completed game with a display booth, instruction video under 3 minutes, and documentation of the design process. Students will be assessed on their understanding of the brief, creative game design, originality, documentation, collaboration and presentation. The project aims to develop critical and creative thinking skills through hands-on game design.
This document is a participant guide for a training program at UnitedSabine. It includes an agenda that outlines five days of training covering orientation, safety, and on-the-job training. The first day covers orientation topics like a welcome, sexual harassment training, and a facility tour. The second day focuses on safety training, including topics like fire safety, personal responsibility, vehicle safety, and personal protective equipment. The third through fifth days involve on-the-job training for specific processes like the boxline process, start-up/changeover process, and clean-up systems processes. The guide provides learning objectives and outlines for each training module and day.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Strong performers and successful reformersEduSkills OECD
The yardstick for success is no longer improvement by national standards alone but the best performing education systems
Andreas Schleicher
Special advisor to the Secretary-General on Education Policy
Head of the Indicators and Analysis Division, EDU
Teks tersebut membahas tentang Penyakit Paru Obstruktif Menahun (PPOM) yang merupakan kelompok penyakit paru kronis yang ditandai dengan peningkatan resistensi aliran udara. Teks tersebut menjelaskan definisi, penyebab, gejala, pemeriksaan, dan penatalaksanaan untuk tiga penyakit utama yaitu bronkitis kronis, bronkiektasis, dan emfisema.
Meurs HRM heeft zichzelf geüpdate!
Wij brengen onze visie op duurzame inzetbaarheid bij onszelf in praktijk. Heilige huisjes worden hierbij niet ontzien. Een organisatie zonder leidinggevenden, teams en functieprofielen. Een nieuwe manier van werken waarin zelfregie, vertrouwen, eigen verantwoordelijkheid en initiatief centraal staan. Vanuit een volwassen werkrelatie doet Meurs HRM een beroep op verantwoordelijkheid, inzetbaarheid, presteren en ontwikkelen van medewerkers. Traditioneel (HR-)beleid maakt plaats voor zelfregie van medewerkers. Wij werken hard aan onze toekomstbestendigheid.
Benieuwd naar onze ervaringen, worstelingen en successen?…
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...PECB
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
-------------------------------------------------------------------------------
Find out more about ISO training and certification services
Training: ISO/IEC 27001 Information Security Management System - EN | PECB
ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
General Data Protection Regulation (GDPR) - Training Courses - EN | PECB
Webinars: https://pecb.com/webinars
Article: https://pecb.com/article
-------------------------------------------------------------------------------
For more information about PECB:
Website: https://pecb.com/
LinkedIn: https://www.linkedin.com/company/pecb/
Facebook: https://www.facebook.com/PECBInternational/
Slideshare: http://www.slideshare.net/PECBCERTIFICATION
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
Executive Directors Chat Leveraging AI for Diversity, Equity, and InclusionTechSoup
Let’s explore the intersection of technology and equity in the final session of our DEI series. Discover how AI tools, like ChatGPT, can be used to support and enhance your nonprofit's DEI initiatives. Participants will gain insights into practical AI applications and get tips for leveraging technology to advance their DEI goals.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
This presentation includes basic of PCOS their pathology and treatment and also Ayurveda correlation of PCOS and Ayurvedic line of treatment mentioned in classics.
How to Manage Your Lost Opportunities in Odoo 17 CRMCeline George
Odoo 17 CRM allows us to track why we lose sales opportunities with "Lost Reasons." This helps analyze our sales process and identify areas for improvement. Here's how to configure lost reasons in Odoo 17 CRM
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.