The document discusses proposals for developing healthcare information sharing infrastructure and solutions across multiple healthcare providers in New Jersey. It proposes a partnership between Newark Beth Israel Medical Center and other hospitals, clinics, nursing homes and healthcare organizations to create a healthcare information exchange. It describes two potential models for this exchange and the key components, including physician and patient portals, clinical data repositories, standards-based integration, and a universal patient transfer form. The goal is to improve care coordination, access to patient information, and health outcomes across the healthcare system.
Relational Patterns in OWL and their application to OBOMichel Dumontier
Directed acyclic graphs are commonly used to represent ontologies in the biomedical domain. They provide an intuitive means to formalize relations that hold between ontological categories. However, their semantics is usually not explicit. We provide a semantics for a part of the OBO Flatfile Format by extending OWL with a method to express relational patterns. These patterns are OWL axioms with variables for classes. The variables can only be filled with named classes. Additionally, we provide a semantics for open patterns in OWL. Our method is applicable to the OBO Flatfile Format, and provides a means to design OWL ontologies using complex ontology design patterns. Therefore, it leads not only to an integration of the OBO Flatfile Format and OWL, but extends OWL with an intuitive interface for designing ontologies us ing complex definition patterns. A prototypic implementation and test results are available at http://bioonto.de/obo2owl
This document contains a list of 6 music categories: Indian Solo, Indian Group Song, Western Solo, Western Group Song, Indian Classical, and Categories. No other details are provided about the categories.
This presentation shows how Risk Based Decision Making was performed on a real project (which won an international call for bids), using Riskope's CDA/ESM project evaluation methodology.
The document discusses proposals for developing healthcare information sharing infrastructure and solutions across multiple healthcare providers in New Jersey. It proposes a partnership between Newark Beth Israel Medical Center and other hospitals, clinics, nursing homes and healthcare organizations to create a healthcare information exchange. It describes two potential models for this exchange and the key components, including physician and patient portals, clinical data repositories, standards-based integration, and a universal patient transfer form. The goal is to improve care coordination, access to patient information, and health outcomes across the healthcare system.
Relational Patterns in OWL and their application to OBOMichel Dumontier
Directed acyclic graphs are commonly used to represent ontologies in the biomedical domain. They provide an intuitive means to formalize relations that hold between ontological categories. However, their semantics is usually not explicit. We provide a semantics for a part of the OBO Flatfile Format by extending OWL with a method to express relational patterns. These patterns are OWL axioms with variables for classes. The variables can only be filled with named classes. Additionally, we provide a semantics for open patterns in OWL. Our method is applicable to the OBO Flatfile Format, and provides a means to design OWL ontologies using complex ontology design patterns. Therefore, it leads not only to an integration of the OBO Flatfile Format and OWL, but extends OWL with an intuitive interface for designing ontologies us ing complex definition patterns. A prototypic implementation and test results are available at http://bioonto.de/obo2owl
This document contains a list of 6 music categories: Indian Solo, Indian Group Song, Western Solo, Western Group Song, Indian Classical, and Categories. No other details are provided about the categories.
This presentation shows how Risk Based Decision Making was performed on a real project (which won an international call for bids), using Riskope's CDA/ESM project evaluation methodology.
The document discusses various Earth Day and sustainability activities at McDaniel College such as planting trees and flowers to beautify campus, testing individual carbon footprints, and efforts to reduce the school's carbon footprint through switching to geothermal heating and using energy efficient lighting. It also mentions participating in Recyclemania to improve recycling rates and provides citations for recycling statistics and program details.
This document is a sample ballot for the November 4, 2008 election in Davidson County, Tennessee. It lists the candidates for federal, state and local races as well as two proposed amendments to the Metropolitan Charter. Early voting will take place from October 15-30 at various locations around the county from 8am to various evening and weekend hours. Voters are instructed to bring ID and follow posted instructions when voting on election day or during early voting.
The document discusses the differences between online and printed annual reports. It notes that while printed annual reports are still highly valued by investors, the web is the most used information source. Online reports need intuitive navigation, quick loading pages, and easy to understand content to motivate discovery. In contrast to printed reports, online reports have an interactive experience where visitors can click through topics of interest non-linearly. People also skim and scan online rather than read thoroughly. The document then provides examples of how online reports can improve the experience through tools like videos, downloadable files, and being accessible across devices.
The document discusses different types of friends represented by different colors. A green friend is positive and hopeful. A blue friend brings peace and serenity. A yellow friend makes people laugh and provides comfort when sad. A red friend reminds people of life's rules but encourages change with warm words. An orange friend enhances spirit with new energy. A grey friend teaches silence and self-reflection. A purple friend helps learn wisdom and true authority. A brown friend helps see past illusions to reality. A white friend helps discover wisdom in any experience. Together, all friends represent a meeting of love in a rainbow.
Social media analysis for toronto 2010 mayoral electionPatrick Gladney
This social media analysis report summarizes trends in online conversations regarding the three main candidates in the 2010 Toronto mayoral election over the past month: Rob Ford, George Smitherman, and Joe Pantalone. It finds that while Ford had dominated mentions for most of the period, Smitherman surpassed him in mentions in the final week as sentiment toward Smitherman increased. Pantalone has consistently had the highest proportion of positive sentiment but lower overall mention volumes. The report concludes that Smitherman appears to have gained momentum online in the race's closing days.
The document discusses research conducted on generational differences in the workplace. Key findings include:
1) Employees of different ages disputed that age alone causes issues between groups and that individuals vary more than generations.
2) Management should focus on communication, reasonable standards, and building trust rather than blaming age differences.
3) Communication with staff was identified as an area of weakness. Older workers appeared similarly motivated and eager to learn as younger employees, challenging stereotypes of the generations.
Outsourcing to India Publication IJAS 2010Debopriyo Roy
This document discusses outsourcing technical writing projects to India. It provides background on India emerging as a top outsourcing destination for its skilled, English-speaking workforce. While Indians have strong English skills, most technical writers there receive on-the-job training rather than formal education in technical writing. The quality of outsourced technical writing projects from India is debated, as cultural and educational differences could impact the work. The document aims to analyze this issue from various perspectives.
This presentation was used in May 2011 at RIMS Conference, Mining and Metal Session.
Recent world-wide events have painfully shown many industries that natural hazards can impair ingress/egress capabilities in any business areas. Mining, passengers, automotive and event electronics companies have suffered major drawbacks from climate, seismic, fire tornadoes and other hazards.
The presentation shows that careful risk and crises evaluation, management and attentive mitigation can lead to higher survival rate and event to gain competitive edge on less prepared companies.
This document provides a glimpse into the narrator's vision of what their classroom and teaching career may look like twenty years in the future when they are seventy-two years old. Some key details include: the narrator envisions having their own classroom next to their current one with windows overlooking mountains; their students will have high-tech devices and fast internet access to collaborate globally on projects; the classroom will have decorated walls and a jungle mural; the narrator will still be teaching and finding joy in working with students like Jewel.
Ivi master class path to commercialization for csu exec ed mba in kazanThomas Nastas
Russia made $ billions of investment in incubators, technoparks, accelerators, venture funds and countless other projects to diversify its economy, generate more technology, innovation and investment, with the Russian Venture Company & Rusnano taking the leadership role. With these assets in place, how do we leverage them to do more, faster?
Obstacles still remain that impede the success of these initiatives & the ability of start-ups and SME business models to do more, faster. Until we attack these issues, progress in attaining more innovation, investment, entrepreneurship & new business is slowed unnecessarily; since these barriers are what impede modernization, let’s attack these issues head-on or circumvent around them to ‘Scale-Up.’
The document discusses various Earth Day and sustainability activities at McDaniel College such as planting trees and flowers to beautify campus, testing individual carbon footprints, and efforts to reduce the school's carbon footprint through switching to geothermal heating and using energy efficient lighting. It also mentions participating in Recyclemania to improve recycling rates and provides citations for recycling statistics and program details.
This document is a sample ballot for the November 4, 2008 election in Davidson County, Tennessee. It lists the candidates for federal, state and local races as well as two proposed amendments to the Metropolitan Charter. Early voting will take place from October 15-30 at various locations around the county from 8am to various evening and weekend hours. Voters are instructed to bring ID and follow posted instructions when voting on election day or during early voting.
The document discusses the differences between online and printed annual reports. It notes that while printed annual reports are still highly valued by investors, the web is the most used information source. Online reports need intuitive navigation, quick loading pages, and easy to understand content to motivate discovery. In contrast to printed reports, online reports have an interactive experience where visitors can click through topics of interest non-linearly. People also skim and scan online rather than read thoroughly. The document then provides examples of how online reports can improve the experience through tools like videos, downloadable files, and being accessible across devices.
The document discusses different types of friends represented by different colors. A green friend is positive and hopeful. A blue friend brings peace and serenity. A yellow friend makes people laugh and provides comfort when sad. A red friend reminds people of life's rules but encourages change with warm words. An orange friend enhances spirit with new energy. A grey friend teaches silence and self-reflection. A purple friend helps learn wisdom and true authority. A brown friend helps see past illusions to reality. A white friend helps discover wisdom in any experience. Together, all friends represent a meeting of love in a rainbow.
Social media analysis for toronto 2010 mayoral electionPatrick Gladney
This social media analysis report summarizes trends in online conversations regarding the three main candidates in the 2010 Toronto mayoral election over the past month: Rob Ford, George Smitherman, and Joe Pantalone. It finds that while Ford had dominated mentions for most of the period, Smitherman surpassed him in mentions in the final week as sentiment toward Smitherman increased. Pantalone has consistently had the highest proportion of positive sentiment but lower overall mention volumes. The report concludes that Smitherman appears to have gained momentum online in the race's closing days.
The document discusses research conducted on generational differences in the workplace. Key findings include:
1) Employees of different ages disputed that age alone causes issues between groups and that individuals vary more than generations.
2) Management should focus on communication, reasonable standards, and building trust rather than blaming age differences.
3) Communication with staff was identified as an area of weakness. Older workers appeared similarly motivated and eager to learn as younger employees, challenging stereotypes of the generations.
Outsourcing to India Publication IJAS 2010Debopriyo Roy
This document discusses outsourcing technical writing projects to India. It provides background on India emerging as a top outsourcing destination for its skilled, English-speaking workforce. While Indians have strong English skills, most technical writers there receive on-the-job training rather than formal education in technical writing. The quality of outsourced technical writing projects from India is debated, as cultural and educational differences could impact the work. The document aims to analyze this issue from various perspectives.
This presentation was used in May 2011 at RIMS Conference, Mining and Metal Session.
Recent world-wide events have painfully shown many industries that natural hazards can impair ingress/egress capabilities in any business areas. Mining, passengers, automotive and event electronics companies have suffered major drawbacks from climate, seismic, fire tornadoes and other hazards.
The presentation shows that careful risk and crises evaluation, management and attentive mitigation can lead to higher survival rate and event to gain competitive edge on less prepared companies.
This document provides a glimpse into the narrator's vision of what their classroom and teaching career may look like twenty years in the future when they are seventy-two years old. Some key details include: the narrator envisions having their own classroom next to their current one with windows overlooking mountains; their students will have high-tech devices and fast internet access to collaborate globally on projects; the classroom will have decorated walls and a jungle mural; the narrator will still be teaching and finding joy in working with students like Jewel.
Ivi master class path to commercialization for csu exec ed mba in kazanThomas Nastas
Russia made $ billions of investment in incubators, technoparks, accelerators, venture funds and countless other projects to diversify its economy, generate more technology, innovation and investment, with the Russian Venture Company & Rusnano taking the leadership role. With these assets in place, how do we leverage them to do more, faster?
Obstacles still remain that impede the success of these initiatives & the ability of start-ups and SME business models to do more, faster. Until we attack these issues, progress in attaining more innovation, investment, entrepreneurship & new business is slowed unnecessarily; since these barriers are what impede modernization, let’s attack these issues head-on or circumvent around them to ‘Scale-Up.’
어느 해커쏜에 참여한 백엔드 개발자들을 위한 교육자료
쉽게 만든다고 했는데도, 많이 어려웠나봅니다.
제 욕심이 과했던 것 같아요. 담번엔 좀 더 쉽게 !
- 독자 : 백엔드 개발자를 희망하는 사람 (취준생, 이직 희망자), 5년차 이하
- 주요 내용 : 백엔드 개발을 할 때 일어나는 일들(개발팀의 일)
- 비상업적 목적으로 인용은 가능합니다. (출처 명기 필수)
* 행사 정보 :2016년 10월 14일 MARU180 에서 진행된 '데이터야 놀자' 1day 컨퍼런스 발표 자료
* 발표자 : Dylan Ko (고영혁) Data Scientist / Data Architect at Treasure Data
* 발표 내용
- 데이터사이언티스트 고영혁 소개
- Treasure Data (트레저데이터) 소개
- 데이터로 돈 버는 글로벌 사례 #1
>> MUJI : 전통적 리테일에서 데이터 기반 O2O
- 데이터로 돈 버는 글로벌 사례 #2
>> WISH : 개인화&자동화를 통한 쇼핑 최적화
- 데이터로 돈 버는 글로벌 사례 #3
>> Oisix : 머신러닝으로 이탈고객 예측&방지
- 데이터로 돈 버는 글로벌 사례 #4
>> 워너브로스 : 프로세스 자동화로 시간과 돈 절약
- 데이터로 돈 버는 글로벌 사례 #5
>> Dentsu 등의 애드테크(Adtech) 회사들
- 데이터로 돈을 벌고자 할 때 반드시 체크해야 하는 것
한국 표준(?) 자바셋(Java 1.6+Spring 3.x+MyBatis)과 Monolithic 아키텍처를 사용하고 있었던 제 조직 내에서 기술적 변화를 이끌어가는 것에 관련된 내용입니다.
변화를 유도하기 위해서 어떻게 해야 하는지가 핵심이며,
Architecture, Frontend, Backend, 방법론/프로세스의 영역을 각각의 단계로 나누어서 Phase1을 수행한 것과 Phase2를 수행 중인 내용에 대해서도 다룹니다.
Phase1
- Architecture : Frontend / Backend 명시적 분리
- Frontend : Angular.js, Grunt, Bower 도입
- Backend : Java 1.7/Spring4, ORM 도입
- 방법론/프로세스 : Scrum, Git
Phase2
- Architecture : Micro-Service Architecture(MSA)
- Frontend : Content Router, E2E Test
- Backend : Polyglot, Multi-Framework
- 방법론/프로세스 : Scrum+JIRA, Git Branch Policy, Pair Programming, Code Workshop
100% Serverless big data scale production Deep Learning Systemhoondong kim
- BigData Sale Deep Learning Training System (with GPU Docker PaaS on Azure Batch AI)
- Deep Learning Serving Layer (with Auto Scale Out Mode on Web App for Linux Docker)
- BigDL, Keras, Tensorlfow, Horovod, TensorflowOnAzure
4. 빅 데이터 플랫폼 책임자에게 듣는 흔한 질문
• 빅 데이터가 기존의 DW랑 차이가 뭐가 있는지 모르겠습니다.
• 단위 데이터만 봐서는 큰 데이터가 없습니다. 사업의 타당성을 만들수
가 없습니다. 어떻게 해야 하나요?
• A라는 데이터가 있는데 그것으로 뭘 해야할까요?
• 다른 회사는 뭐 한답니까? 혹시 동종업계 비슷한 사례가 있나요?
• 빅 데이터 플랫폼을 만들라는데 이놈이 뭐를 하는 놈인지 모르겠습니
다.
5. 빅 데이터 플랫폼의 역할에 대한 고민
• 빅 데이터 플랫폼에서 하고자 하는 주요 업무는 무엇인가?
• 이 플랫폼에서 누가 무슨일을 하는가?
• 나는 운영자인가 개발자인가 분석가인가?
• 다른 회사는 뭐 한답니까? 혹시 동종업계 비슷한 사례가 있나요?
• 빅 데이터 플랫폼을 만들라는데 이놈이 뭐를 하는 놈인지 모르겠습니
다.
14. 하지만 우리는 모든 것을 원하지 않아요…
• 현장의 요구사항을 최대한 반영할 수 있는 통합된 환경을 제공해줬으
면 좋겠습니다.
• HADOOP ECOSYSTEM을 그대로 사용할 수 있으면 좋겠습니다.
• 사용자의 업무 패턴과 사용 패턴을 고려했으면 좋겠습니다.
• 현재 나와있는 것들과 충돌이 나거나 동일한 기능을 제공하는 것은 지
양합니다.
• 인프라 고민 하지 않고 만들고 활용하는데 집중했으면 좋겠습니다.
• 하지만 쉬워야 합니다. 그리고 오픈소스여야 합니다.
16. FLAMINGO의 통합 환경
• 사용자는 작업 공간 내에서 자유롭게 이동하면서 작업을 할 수 있도록
구성
• EXTJS의 DESKTOP APPLICATION을 MVC 구조에 맞춰서 최적화
• 각 화면은 최대한 독립 개발이 가능하도록 분리하여 구성
• 재사용 가능한 것은 컴포넌트화여 코드 작성을 최소화
• 누구나 추가할 수 있도록 최대한 구조를 단순화하고 대중적인 프레임
워크를 사용
• 개발 방법도 모두 표준화 (도구, 절차, 매뉴얼, 환경 등등)
19. FLAMINGO TEAM의 개발 원칙
• 우리는 커뮤니케이션 비용을 최소화하기 위해서 예외를 두
지 않음 (모든 방법은 표준화를 통해 간소화함)
• 기반이 되는 것은 모두 직접 개발함
• 남이 이미 만든 것은 개발하지 않고 의존하지 않음 (사용자
가 알아서 사용하는 것임)
• 철저하게 현장에서 필요로 하는 기능을 개발함
• 사용자의 러닝커브를 최소화하고 효율성을 극대화함
22. FLAMINGO의 워크플로우 디자이너
• 기 개발한 MAPREDUCE를 그대로 통합할 수 있어야 함
• 개발자가 개발한 MAPREDUCE를 디자이너에 통합하는데
가이드를 따르는 경우 30분 이내 추가할 수 있어야 함
• DIRECT ACYCLIC GRAPH(DAG) 기반
• 각 노드의 정보가 상호 연계하여 동작
• 동작에 대한 코드는 0%, 메타데이터 설정만으로 동작 방식
을 변경 (유지보수 최소화를 추구)
32. FLAMINGO의 향후 마일스톤
• 데이터 전처리 모듈, 추론 엔진 등을 디자이너에 추가할 예정
• JOB TRACKER 기능 추가 및 워크플로우 연동 추가
• HIVE 파티션 생성 기능 추가
• 설정 정보 관리 기능 통합 (ECLIPSE와 같은 스타일)
• 사용자별 쿼터 설정 및 권한 추가
• HADOOP 2 지원 추가
• AMAZON EMR 지원을 위한 테스트
• RACKSPACE의 HADOOP PLATFORM 지원
33. 라이선스 정책
• UI는 EXTJS를 이용하므로 GPL 라이선스를 적용 (APACHE 라이선스로
전환하기 위한 의사결정을 추후 진행할 예정)
• 서버 애플리케이션을 구성하는 모든 자바 코드는 APACHE 라이센스
34. FLAMINGO 프로젝트 관련 정보
• 배포판 다운로드
HTTP://SOURCEFORGE.NET/PROJECTS/HADOOP-MANAGER
• 위키
HTTP://WIKI.OPENCLOUDENGINE.ORG/PAGES/VIEWPAGE.ACTION
?PAGEID=819205
• 이슈 관리 HTTP://JIRA.OPENCLOUDENGINE.ORG
• 빌드 서버 HTTP://BUILD.OPENCLOUDENGINE.ORG