LOD for Numismatic LAM Integration
•Download as ODP, PDF•
1 like•448 views
This is a presentation for Computer Applications and Quantitative Methods in Archaeology 2016 (Oslo, Norway). It discusses the implementation of Linked Open Data methodologies to integrate various aspects of the American Numismatic Society's holdings--coins, hoard and typology databases, digital archives, archival authorities, and digital library materials--to create a seamless portal for numismatic research. Through Nomisma.org and other external LOD services, these materials may be made available to the broader cultural heritage linked data cloud--in Pelagios, Social Networks and Archival Context, etc.
Report
Share
Report
Share
Recommended
Coding for archival materials and how they are indexed in world cat
The document discusses how archival materials are indexed in WorldCat.org and coded in MARC records. It notes that the "a" code is not mandatory in the Ctrl field for archival materials according to MARC21, and the "p" code for mixed materials is what distinguishes archives in the OCLC database. The ctrl field is redundant for archives since other fields provide archival control information. The ctrl field would be more useful for collections of traditional library materials handled as collections.
Art History on Internet (circa 1995)
This document provides information on researching topics in art history using online resources. It discusses what types of information can be found online, such as galleries, exhibitions, articles and reference resources. It also discusses who creates this online information, such as organizations, publications and businesses. The document then focuses on two types of internet searches - bibliographic searches and "serendipity" searches. It provides examples of databases and search engines that can be used for each type. Finally, it discusses strategies for effective searching and how to properly cite internet sources using MLA format.
Library Catalogs
This document provides an overview of library catalogs, beginning with a brief history. It describes the earliest catalog from the Alexandrian Library in Egypt around the 3rd century BC, which was divided into subject areas and had an author index. Modern library catalogs transitioned to using cards in the 19th century and automated systems in the 1970s. Catalogs organize bibliographic metadata using controlled vocabularies, subject headings, and classification systems to facilitate browsing and locating materials. Call numbers assigned to items determine their physical location based on their classified subject. The Library of Congress and Dewey Decimal systems are the primary classification schemes used in academic and public/school libraries respectively.
Handout - Online Research in Libraries & Special Collections Presentation
Resources handout from presentation by Sandra Cowan at Alberta Museums Association Conference, Calgary, Alberta.
September 16, 2016
2 revelations genealogy study (32 slides) mega databases
This document provides an overview of genealogical research and mega databases. It outlines a four part genealogical program covering journal making, journal writing, genealogical photography, and genealogical study. The genealogical study section lists various free and paid mega databases for researching family history, including FamilySearch, Access Genealogy, USGenWeb, WorldGenWeb, Cyndi's List, RootsWeb, and GENUKI. Tips are provided for getting started with genealogical research through recording what is already known, consulting how-to books, beginning research at home, looking for compiled information, focusing on one ancestral line at a time, and searching original records like census, vital records, and the
Library presentation
The document provides information about properly using a library. It discusses learning about the library staff and organization, as well as the classification system used to organize documents on shelves. The classification systems used are the Dewey Decimal System and the Library of Congress Classification system. These systems organize documents into number ranges according to subject. The document also discusses the periodical section, which contains up-to-date articles by specialists that may be unavailable elsewhere.
Medieval shields
Medieval shields were made from various materials like leather, wood, and metal to protect knights and soldiers from weapons. Shield designs featured symbols and colors with specific meanings to identify knights on the battlefield or in tournaments. Common symbols included animals, lines, crosses, and other objects that represented traits like courage, loyalty, and leadership. Shields also featured heraldic designs like diagonal stripes, chevrons, and positions for animals.
Heraldry Of Medieval Times
The document discusses the meanings behind colors, symbols, and lines used in medieval heraldry when designing a personal coat of arms. Specific colors like blue and white represented loyalty and peace. Common symbols like eagles symbolized power and strength. Different line styles on shields conveyed additional meanings, with wavy lines symbolizing water or the sea. The passage concludes by outlining one student's design choices for their personal shield incorporating these heraldic elements - a blue and white shield with an eagle symbol and wavy lines to represent the sea.
Recommended
Coding for archival materials and how they are indexed in world cat
The document discusses how archival materials are indexed in WorldCat.org and coded in MARC records. It notes that the "a" code is not mandatory in the Ctrl field for archival materials according to MARC21, and the "p" code for mixed materials is what distinguishes archives in the OCLC database. The ctrl field is redundant for archives since other fields provide archival control information. The ctrl field would be more useful for collections of traditional library materials handled as collections.
Art History on Internet (circa 1995)
This document provides information on researching topics in art history using online resources. It discusses what types of information can be found online, such as galleries, exhibitions, articles and reference resources. It also discusses who creates this online information, such as organizations, publications and businesses. The document then focuses on two types of internet searches - bibliographic searches and "serendipity" searches. It provides examples of databases and search engines that can be used for each type. Finally, it discusses strategies for effective searching and how to properly cite internet sources using MLA format.
Library Catalogs
This document provides an overview of library catalogs, beginning with a brief history. It describes the earliest catalog from the Alexandrian Library in Egypt around the 3rd century BC, which was divided into subject areas and had an author index. Modern library catalogs transitioned to using cards in the 19th century and automated systems in the 1970s. Catalogs organize bibliographic metadata using controlled vocabularies, subject headings, and classification systems to facilitate browsing and locating materials. Call numbers assigned to items determine their physical location based on their classified subject. The Library of Congress and Dewey Decimal systems are the primary classification schemes used in academic and public/school libraries respectively.
Handout - Online Research in Libraries & Special Collections Presentation
Resources handout from presentation by Sandra Cowan at Alberta Museums Association Conference, Calgary, Alberta.
September 16, 2016
2 revelations genealogy study (32 slides) mega databases
This document provides an overview of genealogical research and mega databases. It outlines a four part genealogical program covering journal making, journal writing, genealogical photography, and genealogical study. The genealogical study section lists various free and paid mega databases for researching family history, including FamilySearch, Access Genealogy, USGenWeb, WorldGenWeb, Cyndi's List, RootsWeb, and GENUKI. Tips are provided for getting started with genealogical research through recording what is already known, consulting how-to books, beginning research at home, looking for compiled information, focusing on one ancestral line at a time, and searching original records like census, vital records, and the
Library presentation
The document provides information about properly using a library. It discusses learning about the library staff and organization, as well as the classification system used to organize documents on shelves. The classification systems used are the Dewey Decimal System and the Library of Congress Classification system. These systems organize documents into number ranges according to subject. The document also discusses the periodical section, which contains up-to-date articles by specialists that may be unavailable elsewhere.
Medieval shields
Medieval shields were made from various materials like leather, wood, and metal to protect knights and soldiers from weapons. Shield designs featured symbols and colors with specific meanings to identify knights on the battlefield or in tournaments. Common symbols included animals, lines, crosses, and other objects that represented traits like courage, loyalty, and leadership. Shields also featured heraldic designs like diagonal stripes, chevrons, and positions for animals.
Heraldry Of Medieval Times
The document discusses the meanings behind colors, symbols, and lines used in medieval heraldry when designing a personal coat of arms. Specific colors like blue and white represented loyalty and peace. Common symbols like eagles symbolized power and strength. Different line styles on shields conveyed additional meanings, with wavy lines symbolizing water or the sea. The passage concludes by outlining one student's design choices for their personal shield incorporating these heraldic elements - a blue and white shield with an eagle symbol and wavy lines to represent the sea.
Heraldry display
The document provides an overview of the key elements of a coat of arms including:
1) The escutcheon or shield shape which can take different forms like a lozenge for heraldic heiresses.
2) Tinctures or colors used which are typically metals (silver, gold) or colors (green, black, blue, red, purple) following the rule of tincture not to place color on color or metal on metal.
3) Ordinaries which are geometric shapes like crosses that can be placed on the escutcheon.
4) Divisions that split the escutcheon into sections per fess, pale, bend, quarterly, or chevron.
Heraldry
A great introduction to heraldry, coats of arms, and symbolism. The slideshow begins by discussing symbols and moves into the history of heraldry, finishing with the introduction to a coat of arms assignment.
Design your own coat of arms
This document provides information about designing a coat of arms, including:
- A brief history of coats of arms originating in medieval times to distinguish knights and soldiers and becoming family symbols
- Common heraldic symbols like colors, animals, objects and their symbolic meanings
- Design features of coats of arms like divisions of the shield and positioning of symbols
- Examples of coats of arms and directions for designing your own coat of arms reflecting yourself and recommended design resources
Ornamental Borders, Scrolls ang Cartouches in Historic Decorative Styles
The document discusses the benefits of exercise for both physical and mental health. Regular exercise can improve cardiovascular health, reduce stress and anxiety, boost mood, and enhance cognitive function. Staying physically active for at least 30 minutes each day is recommended for significant health benefits.
Medieval heraldry
Heraldry began in the early Middle Ages as a way to identify knights and their families in combat. Each knight chose symbols and colors to represent their family on a coat of arms. These coats of arms were then passed down through generations. Some common elements of coats of arms included shapes like fleurs-de-lis, animals, mantling cloth around shields, supporters on either side of the shield, and mottos. The document instructs students to form clans and design their own coats of arms by selecting elements like a shield color, animal, mantling, supporters, and motto that represent their clan's values and characteristics.
Woodcarving
This chapter discusses carving Gothic style borders and provides instructions for a specific border exercise. It begins with an overview of the border design, which includes both a flat and molded version. Details are then given on how to lay out the pattern on a wood block using guide lines. The main exercise involves carving the enlarged detail section of the border design. Proper preparation and layout are emphasized before beginning the carving.
Integrating Geographic Linked Data
This document discusses integrating geographic linked open data to allow for interactive querying and visualization of numismatic data. It provides examples of linking numismatic concepts and coin finds to geographic data using ontologies. The goal is to enable querying numismatic objects by location and visualizing the results on an interactive map to analyze distributions of coin types and mints.
XForms workshop slides
XForms is a W3C standard for web forms that uses an MVC architecture. It allows forms to be defined using XML and includes features like XPath validation, manipulating complex XML models, and interacting with REST services. XForms processors handle rendering forms and submitting data based on XForms instructions. This allows separating models, views, and control logic for web forms.
From 0 to 60 in SPARQL in 50 Minutes
1) The document provides an introduction to querying numismatic data using SPARQL including basic syntax, filtering, sorting, optional values, arithmetic functions, and visualization with Google Fusion Tables.
2) Examples are given for querying coin types, specimens, attributes, geographic findspots, and aggregating results.
3) Advanced techniques demonstrated include filtering by date, material, references, regular expressions, and spatial queries.
Linking Lives, Linking Data
Lighting presentation for Moving People / Linking Lives at the University of Virginia, March 2015. It discusses EAC-CPF, mapping to RDF linked data, and using xEAC as the publication framework for highly interlinked archival authorities and scholarly prosopographies.
xEAC: XForms for EAC-CPF
This document discusses xEAC, which uses XForms to create and manage Encoded Archival Context-Corporate bodies, Persons, and Families (EAC-CPF) records. XForms allows the creation of complex XML models and interacts with REST APIs. The xEAC form allows linking EAC-CPF records to controlled vocabularies and linking data repositories. It also converts EAC-CPF records to RDF triples and exposes them through a SPARQL endpoint to integrate records with other systems and link open data. Future steps include improving the form, testing scalability, and following best practices for linked open data.
Linked Open Pottery
Linked Open Pottery - presentation given at the Computer Applications and Quantitative Methods in Archaeology (CAA) conference, Paris, France, 22-25 April, 2014.
Roman Imperial Social Network and other things
Presentation delivered to the Standards of Networking Ancient Prosopographies meeting, held in London, March 31-April 1, 2014. It discusses nomisma.org and kerameikos.org datasets that can contribute to SNAP, the Roman Imperial Social Network (RISN) dataset, under development, and the open source EAC-CPF editing and publication software, xEAC (https://github.com/ewg118/xEAC)
Roman Republican Coinage Online: How does it work?
This document discusses the RRC Online project and how it works. It uses RDF and SPARQL to link numismatic data from various sources and allow querying relationships between coins, hoards, and types. It provides examples of SPARQL queries to retrieve information on coin measurements, findspots, images, and more. The goal is for Nomisma.org to be a scalable framework for aggregating numismatic data using semantic web technologies.
Numismatic Linked Open Data and Geographic Analysis
This document discusses using linked open data and geographic analysis of ancient coin hoards. It provides examples of Roman coin mints located in Rome and hoards found in Oliver's Orchard near Colchester, England. SPARQL queries can be used to retrieve data about coins from a triplestore, including findspot locations and metadata. Geographic distributions of coin hoards can provide insights into archaeological contexts.
Building Interlinked Prosopographies: A New Approach
This is the presentation given at MARAC Fall 2013 in Philadelphia, Pennsylvania, detailing the development of xEAC, an open source XForms-based framework for creating, editing, and publishing EAC-CPF records.
Linking Roman Coins: CAA2012
Current work at the American Numismatic Society is linking Roman coins through the creation of stable URIs and semantic descriptions of coins and related concepts using the Numismatic Description Standard. This allows coins and related data to be published on the web as linked open data and searched through applications like the Online Coins of the Roman Empire. The Numishare application has been developed to manage numismatic collection data and publish it using these standards.
一比一原版(UO毕业证)渥太华大学毕业证如何办理
UO毕业证录取书【微信95270640】购买（渥太华大学毕业证成绩单硕士学历）Q微信95270640代办UO学历认证留信网伪造渥太华大学学位证书精仿渥太华大学本科/硕士文凭证书补办渥太华大学 diplomaoffer,Transcript购买渥太华大学毕业证成绩单购买UO假毕业证学位证书购买伪造渥太华大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
文凭办理流程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：微信95270640我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
7完成交易删除客户资料
高精端提供以下服务：
一：渥太华大学渥太华大学毕业证文凭证书全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站可查
四：留信认证留学生信息网站可查
五：与学校颁发的相关证件1:1纸质尺寸制定（定期向各大院校毕业生购买最新版本毕,业证成绩单保证您拿到的是鲁昂大学内部最新版本毕业证成绩单微信95270640）
A.为什么留学生需要操作留信认证?
留信认证全称全国留学生信息服务网认证,隶属于北京中科院。①留信认证门槛条件更低,费用更美丽,并且包过,完单周期短,效率高②留信认证虽然不能去国企,但是一般的公司都没有问题,因为国内很多公司连基本的留学生学历认证都不了解。这对于留学生来说,这就比自己光拿一个证书更有说服力,因为留学学历可以在留信网站上进行查询!
B.为什么我们提供的毕业证成绩单具有使用价值？
查询留服认证是国内鉴别留学生海外学历的唯一途径但认证只是个体行为不是所有留学生都操作所以没有办理认证的留学生的学历在国内也是查询不到的他们也仅仅只有一张文凭。所以这时候我们提供的和学校颁发的一模一样的毕业证成绩单就有了使用价值。只硕大的蛇皮袋手里拎着长铁钩正站在门口朝黑色的屋内张望不好坏人小偷山娃一怔却也灵机一动立马仰起头双手拢在嘴边朝楼上大喊：“爸爸爸——有人找——那人一听朝山娃尴尬地笑笑悻悻地走了山娃立马“嘭的一声将铁门锁死心却咚咚地乱跳当山娃跟父亲说起这事时父亲很吃惊抚摸着山娃的头说还好醒得及时要不家早被人掏空了到时连电视也没得看啰不过父亲还是夸山娃能临危不乱随机应变有胆有谋山娃笑笑说那都是书上学的看童话和小说时多
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
毕业原版【微信:41543339】【(牛布毕业证书)牛津布鲁克斯大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Population Growth in Bataan: The effects of population growth around rural pl...
A population analysis specific to Bataan.
Experts live - Improving user adoption with AI
Bekijk de slides van onze sessie Enhancing Modern Workplace Efficiency op Experts Live 2024.
More Related Content
Viewers also liked
Heraldry display
The document provides an overview of the key elements of a coat of arms including:
1) The escutcheon or shield shape which can take different forms like a lozenge for heraldic heiresses.
2) Tinctures or colors used which are typically metals (silver, gold) or colors (green, black, blue, red, purple) following the rule of tincture not to place color on color or metal on metal.
3) Ordinaries which are geometric shapes like crosses that can be placed on the escutcheon.
4) Divisions that split the escutcheon into sections per fess, pale, bend, quarterly, or chevron.
Heraldry
A great introduction to heraldry, coats of arms, and symbolism. The slideshow begins by discussing symbols and moves into the history of heraldry, finishing with the introduction to a coat of arms assignment.
Design your own coat of arms
This document provides information about designing a coat of arms, including:
- A brief history of coats of arms originating in medieval times to distinguish knights and soldiers and becoming family symbols
- Common heraldic symbols like colors, animals, objects and their symbolic meanings
- Design features of coats of arms like divisions of the shield and positioning of symbols
- Examples of coats of arms and directions for designing your own coat of arms reflecting yourself and recommended design resources
Ornamental Borders, Scrolls ang Cartouches in Historic Decorative Styles
The document discusses the benefits of exercise for both physical and mental health. Regular exercise can improve cardiovascular health, reduce stress and anxiety, boost mood, and enhance cognitive function. Staying physically active for at least 30 minutes each day is recommended for significant health benefits.
Medieval heraldry
Heraldry began in the early Middle Ages as a way to identify knights and their families in combat. Each knight chose symbols and colors to represent their family on a coat of arms. These coats of arms were then passed down through generations. Some common elements of coats of arms included shapes like fleurs-de-lis, animals, mantling cloth around shields, supporters on either side of the shield, and mottos. The document instructs students to form clans and design their own coats of arms by selecting elements like a shield color, animal, mantling, supporters, and motto that represent their clan's values and characteristics.
Woodcarving
This chapter discusses carving Gothic style borders and provides instructions for a specific border exercise. It begins with an overview of the border design, which includes both a flat and molded version. Details are then given on how to lay out the pattern on a wood block using guide lines. The main exercise involves carving the enlarged detail section of the border design. Proper preparation and layout are emphasized before beginning the carving.
Viewers also liked (6)
Ornamental Borders, Scrolls ang Cartouches in Historic Decorative Styles
Ornamental Borders, Scrolls ang Cartouches in Historic Decorative Styles
More from ewg118
Integrating Geographic Linked Data
This document discusses integrating geographic linked open data to allow for interactive querying and visualization of numismatic data. It provides examples of linking numismatic concepts and coin finds to geographic data using ontologies. The goal is to enable querying numismatic objects by location and visualizing the results on an interactive map to analyze distributions of coin types and mints.
XForms workshop slides
XForms is a W3C standard for web forms that uses an MVC architecture. It allows forms to be defined using XML and includes features like XPath validation, manipulating complex XML models, and interacting with REST services. XForms processors handle rendering forms and submitting data based on XForms instructions. This allows separating models, views, and control logic for web forms.
From 0 to 60 in SPARQL in 50 Minutes
1) The document provides an introduction to querying numismatic data using SPARQL including basic syntax, filtering, sorting, optional values, arithmetic functions, and visualization with Google Fusion Tables.
2) Examples are given for querying coin types, specimens, attributes, geographic findspots, and aggregating results.
3) Advanced techniques demonstrated include filtering by date, material, references, regular expressions, and spatial queries.
Linking Lives, Linking Data
Lighting presentation for Moving People / Linking Lives at the University of Virginia, March 2015. It discusses EAC-CPF, mapping to RDF linked data, and using xEAC as the publication framework for highly interlinked archival authorities and scholarly prosopographies.
xEAC: XForms for EAC-CPF
This document discusses xEAC, which uses XForms to create and manage Encoded Archival Context-Corporate bodies, Persons, and Families (EAC-CPF) records. XForms allows the creation of complex XML models and interacts with REST APIs. The xEAC form allows linking EAC-CPF records to controlled vocabularies and linking data repositories. It also converts EAC-CPF records to RDF triples and exposes them through a SPARQL endpoint to integrate records with other systems and link open data. Future steps include improving the form, testing scalability, and following best practices for linked open data.
Linked Open Pottery
Linked Open Pottery - presentation given at the Computer Applications and Quantitative Methods in Archaeology (CAA) conference, Paris, France, 22-25 April, 2014.
Roman Imperial Social Network and other things
Presentation delivered to the Standards of Networking Ancient Prosopographies meeting, held in London, March 31-April 1, 2014. It discusses nomisma.org and kerameikos.org datasets that can contribute to SNAP, the Roman Imperial Social Network (RISN) dataset, under development, and the open source EAC-CPF editing and publication software, xEAC (https://github.com/ewg118/xEAC)
Roman Republican Coinage Online: How does it work?
This document discusses the RRC Online project and how it works. It uses RDF and SPARQL to link numismatic data from various sources and allow querying relationships between coins, hoards, and types. It provides examples of SPARQL queries to retrieve information on coin measurements, findspots, images, and more. The goal is for Nomisma.org to be a scalable framework for aggregating numismatic data using semantic web technologies.
Numismatic Linked Open Data and Geographic Analysis
This document discusses using linked open data and geographic analysis of ancient coin hoards. It provides examples of Roman coin mints located in Rome and hoards found in Oliver's Orchard near Colchester, England. SPARQL queries can be used to retrieve data about coins from a triplestore, including findspot locations and metadata. Geographic distributions of coin hoards can provide insights into archaeological contexts.
Building Interlinked Prosopographies: A New Approach
This is the presentation given at MARAC Fall 2013 in Philadelphia, Pennsylvania, detailing the development of xEAC, an open source XForms-based framework for creating, editing, and publishing EAC-CPF records.
Linking Roman Coins: CAA2012
Current work at the American Numismatic Society is linking Roman coins through the creation of stable URIs and semantic descriptions of coins and related concepts using the Numismatic Description Standard. This allows coins and related data to be published on the web as linked open data and searched through applications like the Online Coins of the Roman Empire. The Numishare application has been developed to manage numismatic collection data and publish it using these standards.
More from ewg118 (11)
Roman Republican Coinage Online: How does it work?
Roman Republican Coinage Online: How does it work?
Numismatic Linked Open Data and Geographic Analysis
Numismatic Linked Open Data and Geographic Analysis
Building Interlinked Prosopographies: A New Approach
Building Interlinked Prosopographies: A New Approach
Recently uploaded
一比一原版(UO毕业证)渥太华大学毕业证如何办理
UO毕业证录取书【微信95270640】购买（渥太华大学毕业证成绩单硕士学历）Q微信95270640代办UO学历认证留信网伪造渥太华大学学位证书精仿渥太华大学本科/硕士文凭证书补办渥太华大学 diplomaoffer,Transcript购买渥太华大学毕业证成绩单购买UO假毕业证学位证书购买伪造渥太华大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
文凭办理流程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：微信95270640我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
7完成交易删除客户资料
高精端提供以下服务：
一：渥太华大学渥太华大学毕业证文凭证书全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站可查
四：留信认证留学生信息网站可查
五：与学校颁发的相关证件1:1纸质尺寸制定（定期向各大院校毕业生购买最新版本毕,业证成绩单保证您拿到的是鲁昂大学内部最新版本毕业证成绩单微信95270640）
A.为什么留学生需要操作留信认证?
留信认证全称全国留学生信息服务网认证,隶属于北京中科院。①留信认证门槛条件更低,费用更美丽,并且包过,完单周期短,效率高②留信认证虽然不能去国企,但是一般的公司都没有问题,因为国内很多公司连基本的留学生学历认证都不了解。这对于留学生来说,这就比自己光拿一个证书更有说服力,因为留学学历可以在留信网站上进行查询!
B.为什么我们提供的毕业证成绩单具有使用价值？
查询留服认证是国内鉴别留学生海外学历的唯一途径但认证只是个体行为不是所有留学生都操作所以没有办理认证的留学生的学历在国内也是查询不到的他们也仅仅只有一张文凭。所以这时候我们提供的和学校颁发的一模一样的毕业证成绩单就有了使用价值。只硕大的蛇皮袋手里拎着长铁钩正站在门口朝黑色的屋内张望不好坏人小偷山娃一怔却也灵机一动立马仰起头双手拢在嘴边朝楼上大喊：“爸爸爸——有人找——那人一听朝山娃尴尬地笑笑悻悻地走了山娃立马“嘭的一声将铁门锁死心却咚咚地乱跳当山娃跟父亲说起这事时父亲很吃惊抚摸着山娃的头说还好醒得及时要不家早被人掏空了到时连电视也没得看啰不过父亲还是夸山娃能临危不乱随机应变有胆有谋山娃笑笑说那都是书上学的看童话和小说时多
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
毕业原版【微信:41543339】【(牛布毕业证书)牛津布鲁克斯大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Population Growth in Bataan: The effects of population growth around rural pl...
A population analysis specific to Bataan.
Experts live - Improving user adoption with AI
Bekijk de slides van onze sessie Enhancing Modern Workplace Efficiency op Experts Live 2024.
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Intelligence supported media monitoring in veterinary medicine
Media monitoring in veterinary medicien
Analysis insight about a Flyball dog competition team's performance
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
毕业原版【微信:176555708】【(UMN毕业证书)明尼苏达大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
by
Timothy Spann
Principal Developer Advocate
https://budapestdata.hu/2024/en/
https://budapestml.hu/2024/en/
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://www.youtube.com/@flank-stack
milvus
vector database
gen ai
generative ai
deep learning
machine learning
apache nifi
apache pulsar
apache kafka
apache flink
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
University of New South Wales degree offer diploma Transcript
澳洲UNSW毕业证书制作新南威尔士大学假文凭定制Q微168899991做UNSW留信网教留服认证海牙认证改UNSW成绩单GPA做UNSW假学位证假文凭高仿毕业证申请新南威尔士大学University of New South Wales degree offer diploma Transcript
State of Artificial intelligence Report 2023
Artificial intelligence (AI) is a multidisciplinary field of science and engineering whose goal is to create intelligent machines.
We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.
The State of AI Report is now in its sixth year. Consider this report as a compilation of the most interesting things we’ve seen with a goal of triggering an informed conversation about the state of AI and its implication for the future.
We consider the following key dimensions in our report:
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us.
Predictions: What we believe will happen in the next 12 months and a 2022 performance review to keep us honest.
End-to-end pipeline agility - Berlin Buzzwords 2024
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
The Ipsos - AI - Monitor 2024 Report.pdf
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
毕业原版【微信:41543339】【(Chester毕业证书)切斯特大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Recently uploaded (20)
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Population Growth in Bataan: The effects of population growth around rural pl...
Population Growth in Bataan: The effects of population growth around rural pl...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
Analysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performance
A presentation that explain the Power BI Licensing
A presentation that explain the Power BI Licensing
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
Challenges of Nation Building-1.pptx with more important
Challenges of Nation Building-1.pptx with more important
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
University of New South Wales degree offer diploma Transcript
University of New South Wales degree offer diploma Transcript
End-to-end pipeline agility - Berlin Buzzwords 2024
End-to-end pipeline agility - Berlin Buzzwords 2024
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
LOD for Numismatic LAM Integration
- 1. LOD for Numismatic LAM Integration Ethan Gruber Director of Data Science American Numismatic Society @ewg118
- 2. Hoards Finds Corpora/ Mint studies Collections Specimen Specimen Specimen SpecimenSpecimen Reference Reference ReferenceReferenceReference Linking a Discipline
- 4. SPARQL-driven maps and timelines PELLA: http://numismatics.org/pella
- 5. SPARQL-driven aggregation of physical specimens
- 6. The American Numismatic Society: A Library and Archive
- 7. Archival Authorities Newell, Edward Theodore, 1886-1941 (http://numismatics.org/authority/id/newell) Noe, Sydney P. (Sydney Philip), 1885-1969 (http://numismatics.org/authority/id/noe) colleagues
- 8. EAC-CPF Encoded Archival Context – Corporate Bodies, Persons, and Families http://eac.staatsbibliothek-berlin.de/ Published in xEAC https://github.com/ewg118/xEAC
- 9. Finding Aids EAD – Encoded Archival Description (https://www.loc.gov/ead/) Published in EADitor https://github.com/ewg118/eaditor
- 10. Photographs, etc. MODS – Metadata Object Description Schema (http://www.loc.gov/standards/mods/)
- 11. Archival Research Notebooks TEI – Text Encoding Initiative Using Annotorious in an XForms backend to round trip annotations←→ TEI in OpenLayers http://annotorious.github.io/
- 12. Digital Library An academic publisher TEI Vendor TEI PDFs $$$ PDFs EPUBs Scans
- 14. Newell, Edward Theodore, 1886-1941 (http://numismatics.org/authority/id/newell) Archival photographs Research notebooks Finding aids Digital Archives Digital Library
- 15. Interoperable Models SPARQL Endpoint EAD MODS TEI Archives RDF Open Annotation DC Terms, etc. RDF Open Annotation DC Terms, etc. MODS TEI Library EAC-CPF Authorities RDF Bio / W3C Org ontologies
- 16. Interoperable Frameworks Archival SPARQL Nomisma SPARQL EADitor xEAC ETDPub Numishare (ANS collection, Coin type projects) Hoard databases
- 17. Extending the Numismatic LOD Cloud Numismatic Linked Open Data: Coins, Hoards, Typologies, Digital Publications, Archives, Authorities, Intellectual Concepts The power of concordances http://nomisma.org/id/athens skos:closeMatch http://pleiades.stoa.org/places/579885 http://numismatics.org/authority/id/newell skos:exactMatch http://socialarchive.iath.virginia.edu/ark:/99166/w6x63rt8 SNAP:DRGN Ancient people
- 18. Bibliographic Annotations in Pelagios
- 19. Social Networks and Archival Context
- 20. Realizing the Graph: Examples From authority records to associated library and archival materials
- 21. From archival notebooks to hoards, bibliographic resources, coins, VIAF entities, Wikipedia, etc.
- 22. Hoards: data and maps
- 23. Archival and bibliographic attributions for a hoard
- 24. Coin types in a hoard and example specimens
- 25. A coin in the ANS collection from a hoard
- 26. Using RDF from coinhoards.org to generate a findspot in KML/geoJSON
- 27. Annotations for an individual coin
- 28. Another notebook, with other coins and bibliographic sources
- 29. The American Numismatic Society Library catalog (Koha)
- 30. What does the future hold?