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拉脱维亚AI发展现状
2025/07/21·StepFun can make mistakes, check important info.
我将采访一位来自拉脱维亚的数据专家,重点了解他在人工智能领域的应用情况。 首先需要快速了解这个国家的基本概况,包括语言、历史、国情等背景知识。你认为有哪些必须掌握的常识性信息? 同时希望了解该国人工智能发展现状:是否存在知名AI企业、重要技术组织或具有代表性的科技产品?
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根据您的需求,我需要为您准备拉脱维亚国家概况和AI发展现状的研究报告。为了提供更精准的信息,我有以下问题需要澄清:

  1. 您的采访是面向专业领域还是大众媒体?这将影响我提供的信息深度和专业性。

  2. 您是否对拉脱维亚AI发展的特定领域更感兴趣(如医疗AI、金融科技、智能制造等)?

  3. 您希望了解拉脱维亚与其他波罗的海国家或欧盟在AI领域的合作情况吗?

跳过

好的,收到您的调研任务。为了高效、系统地完成这次针对拉脱维亚及其人工智能领域的背景研究,我为您制定了一个分三步走的总体研究计划。该计划将确保我们最终产出的报告内容全面、逻辑清晰,并包含必要的图表,为您与数据专家的访谈提供坚实的事实基础。

以下是为您制定的研究计划:

Research plan

第一阶段:国家概况速览与核心信息提炼

此阶段旨在快速构建对拉脱维亚的宏观认知,为后续的深度研究奠定基础。

  1. 关键事实与数据采集:系统性地搜集关于拉脱维亚的地理位置、首都、人口、官方语言、主要民族、宗教信仰、政治体制和经济概况(如主要产业、人均GDP)等基本信息。
  2. 历史脉络梳理:重点关注20世纪以来的关键历史节点,特别是与国家身份认同和当代发展密切相关的事件,例如:首次独立、苏联时期、恢复独立(歌唱革命)、加入欧盟与北约等。这将有助于理解其国民心态和地缘政治背景。
  3. 信息可视化呈现:将搜集到的核心数据和历史事件,整理成易于理解的图表。例如,可以创建一个“拉脱维亚关键信息速览表”或一条“关键历史事件时间轴”,使背景信息一目了然。

核心信息来源参考

  • 拉脱维亚政府官方网站(gov.lv)或其驻华大使馆网站。
  • 拉脱维亚投资发展署(LIAA)官方网站。
  • 国际组织发布的国家报告,如世界银行(World Bank)、国际货币基金组织(IMF)及欧盟(europa.eu)的官方数据。
  • 权威百科全书类网站,如《大英百科全书》在线版。

第二阶段:人工智能(AI)生态系统深度剖析

此阶段将聚焦于拉脱维亚的AI领域,挖掘其产业现状、关键参与者和发展特色。

  1. 政策与战略环境分析:探寻拉脱维亚或波罗的海地区是否有明确的国家级AI发展战略、政策支持或指导方针。了解政府在推动AI研发与应用方面的角色和投入。
  2. 产业图景绘制:识别该国在AI领域的知名企业、高潜力初创公司、重要的研究机构(如里加技术大学、拉脱维亚大学)和行业组织。重点关注其AI技术的主要应用领域,例如金融科技(FinTech)、自然语言处理(NLP)、生物技术、无人机技术等。
  3. 代表性成果与案例发掘:寻找由拉脱维亚公司或机构开发的、具有代表性的AI产品、解决方案或成功应用案例。同时,关注该国举办的知名科技活动或会议(如TechChill等),它们是观察技术趋势和发掘创新力量的重要窗口。

核心信息来源参考

  • 拉脱维亚投资发展署(LIAA)关于科技和创新领域的报告。
  • 拉脱维亚本地及波罗的海区域的科技新闻门户网站(如Labs of Latvia)。
  • 欧盟委员会发布的关于成员国数字化与AI发展的相关报告。
  • 知名科技会议(如TechChill)的官方网站和过往议程。
  • 相关大学和研究机构的官方网站。

第三阶段:综合报告撰写与定稿

此阶段将整合前两阶段的研究成果,形成一份结构化、图文并茂的最终研究报告。

  1. 构建报告框架:将报告分为两大核心部分:“拉脱维亚国家概况”与“拉脱维亚人工智能发展现状”。在每个部分下设立清晰的子标题,如“历史沿革”、“经济支柱”、“AI政策环境”、“重点企业与机构”、“典型应用案例”等。
  2. 内容整合与撰写:将搜集到的信息和数据填充至报告框架中,用简洁、专业的语言进行阐述,确保各部分内容逻辑连贯、重点突出。
  3. 图表嵌入与润色:将第一阶段制作的“关键信息速览表”、“历史时间轴”以及根据第二阶段信息生成的“AI产业链简图”等视觉元素整合进报告,使报告更具可读性和专业性。最后进行通篇审阅,确保信息的准确性和表述的流畅性。
开始研究

Deep Research

让我们开始进行研究。

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Latvia country overview geography language history economy
新华网
新华网
RIGA,Feb.18(Xinhua)-Bank of Latvia Governor Ilmars Rimsevics has been detained in the early hours of Sunday amid a new bribery probe launched by the Baltic country's anti-corruption watchdog,the local media reported. Earlier on Saturday,t...
中国政府网
中国政府网
The upcoming Riga summit between China and the CEE countries will give new momentum to Latvia’s relationship with China,said Chinese Ambassador to Latvia.
researchgate.net
researchgate.net
Moreover, Latvia has a noteworthy track record of upholding the aspirations and goals of a list of other regional and international ...
researchgate.net
researchgate.net
This study analyzes the dynamics of the language situation between 2010 and 2015, discussing the language proficiency and language use of Latvia's residents ...
researchgate.net
researchgate.net
' As the post-1991 Latvian state project was conceived as a dismantling of the Soviet social, political, and economic structures (Eglitis 2002) , this ...
link.springer.com
link.springer.com
Role of national body: The Ministry of Education and Science is responsible for education, science, sports, youth and state language policies in Latvia. Valsts ...
oecd.org
oecd.org
These include: economic monitoring, structural adjustment through sectoral policies, trade policy, international investment, financial sector reform, ...
tandfonline.com
tandfonline.com
as the Irish have it with the English language and that Latvia thus might be a magnet for Russian. FDI in a similar way as Ireland has been for US FDI. Two ...
https://static-favicon.basemind.com/01JV5N0FTT5DR6MAGBR5GKP2FJ
https://static-favicon.basemind.com/01JV5N0FTT5DR6MAGBR5GKP2FJ
View all 10 sources

我看到初步搜索结果不够全面,我需要更有针对性地搜索拉脱维亚的基本国情信息,然后再专门研究其人工智能发展情况。

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Latvia country profile geography language population history economy European Union
data.un.org
data.un.org
Law on Stateless Persons dated 17 February 2004 and the Law on the Status of Those Former USSR Citizens who are not Citizens of Latvia or of Any Other State. Infant mortality rate(per 1 000 live births)2010-2015 6 Health:Total expenditure(%of GDP)...
researchgate.net
researchgate.net
The paper analyses Latvian economic policy during the period 2008–2014 when the country was simultaneously subject to three European Union (EU) economic ...
researchgate.net
researchgate.net
This study analyzes the dynamics of the language situation between 2010 and 2015, discussing the language proficiency and language use of Latvia's residents ...
tandfonline.com
tandfonline.com
This article attempts to give a survey of economic history in the Baltic countries in 1991–2020, which will be based on texts published in English and German.
researchgate.net
researchgate.net
This first report explores how understandings of human trafficking have progressed within population geography. Exemplified by studies of exploitative ...
academia.edu
academia.edu
... Latvia is the 4th smallest EU member state, after Malta, Cyprus and Estonia. Table 1: Latvia: some economic indicators Parameter Value Population (2015) 1.986 m ...
oecd.org
oecd.org
The original Member countries of the OECD are Austria, Belgium, Canada, Denmark, France,. Germany, Greece, Iceland, Ireland, Italy, Luxembourg, the Netherlands, ...
researchgate.net
researchgate.net
The European Union is a union of, at present, twenty eight member states located primarily, but not exclusively in Europe; these are: Austria, Belgium, Bulgaria ...
https://static-favicon.basemind.com/01JVCF6HT8S71XAR7EBYMT8K2H
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我需要更具体的关于拉脱维亚的信息,特别是其基本国情和历史。让我尝试使用更精确的搜索词。

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Latvia country profile official language history independence population economy EU NATO
academia.edu
academia.edu
Estonia, Latvia, and Lithuania have been staunch supporters of transatlantic security and European integration, but their attitude towards the Common European ...
European Union
European Union
The Hungarian language acted as an intermediary language, as the official language was Latin, for the longest period in Europe, until 1844.
link.springer.com
link.springer.com
Latvijas Republika. (Republic of Latvia). Capital: Riga. Population estimate, 2010: 2·24m. GDP per capita, 2007: (PPP$) 16,377. HDI/world rank: 0·866/48.
tandfonline.com
tandfonline.com
Based on the analysis of the qualitative data it will be argued that there is great potential for an integrated, yet culturally distinct Latvian ...
researchgate.net
researchgate.net
group, the ethnic Hungarians (251,136 or 13% of Vojvodina's population in 2011). © The Author(s), under exclusive license to Springer ...
researchgate.net
researchgate.net
Latvia's sociolinguistic situation has changed dramatically over the past 150 years as a result of historical and political forces.
European Union
European Union
In a nationwide referendum held on 1 December 1991, the Ukrainian people overwhelmingly affirmed their desire for independence.
researchgate.net
researchgate.net
It is argued that Estonia represents a success story in terms of language policy, in that it managed to shift Estonian from a minoritized position of the Soviet ...

我需要更直接的信息来源,让我尝试搜索拉脱维亚的官方信息和更详细的国家概况。

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Latvia official country profile CIA World Factbook
European Union
European Union
Geographical particularities LV covers an area of 64,589 km2. Forests account for 50 % of the national territory [EEA 2010b]. Most of the country is composed ...
researchgate.net
researchgate.net
PDF | A visual country comparison is of great importance to research and practice. The method of Kohonen Self-Organizing Maps (SOM) is able to present.
govinfo.gov
Latvia ... Source: Information courtesy of World Factbook as of July 24, 2008; for more information see www.cia.gov/.
link.springer.com
link.springer.com
Central Intelligence Agency (2024). Latvia. CIA World Factbook. https://www.cia.gov/the-world-factbook/countries/latvia/#communications.
European Union
European Union
CIA World Factbook. Ongoing. World Economic Forum “Global Competitiveness ... The country ranks high in the World Digital. Competitiveness Index, with ...
researchgate.net
researchgate.net
... Latvia remains one of the most important NATO countries due to sharing its border with the Russian Federation and Belarus. Like Estonia, ...
govinfo.gov
A spreadsheet containing all the Freedom in the World country ratings ... CIA, World Factbook 2003. 55. Ibid. 56. CIA, “East Timor,” World Factbook ...
researchgate.net
researchgate.net
The work addresses the issue of the geostrategic situation of Latvia in relation to Russia's foreign policy, which is important for security ...

已掌握的信息

  1. 基本国情:拉脱维亚是位于北欧的波罗的海国家,首都为里加,国土面积约6.46万平方公里,人口约200万。其官方货币为欧元。
  2. 政治地位:拉脱维亚于1991年恢复独立并加入联合国,现为欧盟(EU)和北大西洋公约组织(NATO)的成员国,其地缘政治深受与俄罗斯关系的影响。
  3. 语言与民族:官方语言为拉脱维亚语。国内存在大量的俄语人口,形成了一定的社会语言学特征。
  4. 权威信息源:已确认美国中央情报局(CIA)的《世界概况》(The World Factbook)是获取该国全面、可靠背景信息的权威来源。

下一步行动计划

  1. 完成国家概况的系统性整合:将利用已确认的权威信息源(如CIA《世界概况》),系统性地提取并整理拉脱维亚最新的地理、人口、经济(主要产业、人均GDP)、政治体制等核心数据。同时,将梳理其20世纪以来的关键历史节点(如首次独立、苏联时期、歌唱革命、加入欧盟与北约),并以简洁的速览表或时间轴形式呈现,为访谈提供宏观背景。
  2. 启动对AI生态系统的深度调研:将研究重心转向拉脱维亚的人工智能领域。首先,将探寻是否存在国家层面的AI发展战略或相关扶持政策。其次,将重点识别该国在AI领域的领军企业、高潜力初创公司、核心研究机构(如里加技术大学)及行业组织。最后,将发掘具有代表性的AI产品或应用案例,特别是关注金融科技、语言科技等优势领域。
    • 核心信息来源:拉脱维亚投资发展署(LIAA)、当地科技媒体(如Labs of Latvia)、知名科技会议(如TechChill)以及欧盟委员会关于成员国数字化进程的报告。

让我们先获取拉脱维亚的详细国家概况信息。

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Latvia CIA World Factbook country profile geography language population history economy
researchgate.net
researchgate.net
terms of duties and authorities and which is superior to the powers of Legislation and Execution in fact. The Geography of Russia. The Russian Federation is the ...
link.springer.com
link.springer.com
Global warming and climate change : prospects and policies in Asia and. Europe / edited by Antonio Marquina. p. cm.—(Energy, climate, and the environment).
researchgate.net
researchgate.net
PDF | The conducted analysis aims to indicate the real threat of the depopulation process to Latvia's national security.
researchgate.net
researchgate.net
PDF | This research has two broad objectives: First, to model population growth in a stochastic framework such that the effects of possible non-mean.
researchgate.net
researchgate.net
The Baltic Sea region is one of the most developed transnational regions. It comprises the coastal areas of Russia, Germany, and Poland and the entire ...
researchgate.net
researchgate.net
The article describes the process and results of the geopolitical and geoeconomic changes in the Baltic Sea region at the turn of the XX and XXI centuries.
European Union
European Union
CIA World Factbook. Ongoing. World Economic Forum “Global Competitiveness Report” and “Global Information Technology Report”. Ongoing. 12.2 The US. The United ...
researchgate.net
researchgate.net
However, according to the CIA World Fact Book, Latvians are slightly less, 62.2%, and Russians are 25.2% (World Fact Book, 2021).

我需要更直接地获取拉脱维亚的国家概况信息,让我尝试访问一个具体的网页来获取更全面的信息。

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Latvia country profile BBC
who.int
who.int
### Overview Individual country reports have been generated based on country responses to the 2022
statista.com
statista.com
In Latvia, revenue in the TV & Video market is projected to reach US$166.91m in 2025. Revenue in this market is expected to exhibit an annual growth rate ...
academia.edu
academia.edu
Economically, Latvia considerably lags behind advanced economies. Achieving the economic development and income level of advanced countries is difficult but not ...
statista.com
statista.com
Latvia: In Latvia, revenue in the Traditional TV & Home Video market is projected to reach US$110.11m in 2025. Definition: The Traditional TV and Home Video ...
academia.edu
academia.edu
Resisting Foreign State Propaganda in the New Information Environment: the case of the EU, Russia, and the Eastern Partnership countries Table of contents ...
statista.com
statista.com
In Latvia, revenue in the Traditional Radio market is projected to reach US$6.10m in 2025. Revenue is expected to demonstrate an annual growth rate (CAGR ...
link.springer.com
link.springer.com
Abstract This paper examines the recent backlash against gay rights in Poland and Latvia as a test case of the depth and breadth of 'europeanization' in the ...
雅虎
雅虎
Throughout history, the largest city in the Baltics has changed hands many times — from the Swedes to the Germans to the Russians — each leaving ...
https://static-favicon.basemind.com/01JV45V8BTKBJCRGNE4MVYT168
View all 9 sources

我需要尝试更直接的方式获取拉脱维亚的国家概况信息。让我尝试访问一个可能包含拉脱维亚详细信息的网页。

看来我无法直接访问CIA World Factbook的网页。让我尝试其他方式获取拉脱维亚的信息。

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Latvia country profile geography language history economy EU NATO BBC
data.un.org
data.un.org
Law on Stateless Persons dated 17 February 2004 and the Law on the Status of Those Former USSR Citizens who are not Citizens of Latvia or of Any Other State. Infant mortality rate(per 1 000 live births)2010-2015 6 Health:Total expenditure(%of GDP)...
link.springer.com
link.springer.com
European Union and NATO Expansion / Ainius Lašas. p. cm. Includes bibliographical references. 1. Europe–Economic integration–Political aspects. 2. European ...
academia.edu
academia.edu
This study is part of the project 'Resis ng state propa- ganda in the new informa on environment: The case of EU member states and EU eastern partnership ...
link.springer.com
link.springer.com
This book is printed on paper suitable for recycling and made from fully managed and sustained forest sources. Logging, pulping and manufacturing.
govinfo.gov
... NATO defense framework should match up with the new U.S. military presence in Europe and growing European Union (EU) defense efforts. To some, this agenda ...
tandfonline.com
tandfonline.com
The present article posits that CST framework can serve as a valuable tool in substantiating the commonly voiced notion of complementarity between NATO and EU.
European Union
European Union
This report presents the work of the High-Level Group convened by Commissioner Paolo Gentiloni to reflect on the post-COVID economic and social challenges.
link.springer.com
link.springer.com
— (Palgrave studies in minority language and communities). Includes bibliographical references and index. 1. Language policy—Europe. 2. Linguistic minorities— ...
https://static-favicon.basemind.com/01JV2M01JCE9F595Q9JHD52M8B
View all 9 sources

已掌握的信息

  1. 基本国情:拉脱维亚是位于北欧的波罗的海国家,首都为里加,国土面积约6.46万平方公里。其官方货币为欧元。根据较早的数据(2016年),其人口约为196万,但近期数据有待确认。
  2. 政治与国际关系:拉脱维亚于1991年恢复独立,是欧盟(EU)和北约(NATO)的成员国。其地缘政治位置(与俄罗斯接壤)对国家安全和外交政策有重要影响。
  3. 经济结构:经济以服务业为主,但现有数据较为陈旧(2014年),无法反映当前状况。
  4. 语言与民族:官方语言为拉脱维亚语。国内存在大量的俄语人口,形成了独特的社会语言环境。

下一步行动计划
之前的研究在获取一份全面、最新的国家概况时遇到了困难,反复尝试通用搜索未能成功。因此,需要调整策略,从“广度搜索”转向“精度合成”。

  1. 分点突破,合成国家概况:将放弃寻找单一的完美“国家简介”页面。改为通过一系列更精确、更具体的查询,分别搜集并整合拉脱维亚最新的关键信息,包括:

    • 经济现状:当前的主要产业、最新的人均GDP、经济增长率等。
    • 政治体制:政府结构、主要政党等。
    • 历史脉络:重点梳理从独立到加入欧盟等关键历史事件的时间轴。
    • 人口与社会:最新的人口数据、民族构成比例等。
      完成信息拼图后,将制作一个简明的“拉脱维亚关键信息速览表”以完成第一阶段任务。
  2. 启动核心任务:AI生态系统深度剖析:在完成背景铺垫后,立即将研究重心转移到用户最关心的人工智能领域。此阶段将是全新的探索,计划如下:

    • 探寻顶层设计:调查拉脱维亚政府或相关机构(如投资发展署LIAA)是否发布了国家级的人工智能发展战略、白皮书或扶持政策。
    • 绘制产业地图:识别该国在AI领域的知名企业(特别是金融科技、语言处理、生物技术等方向)、高潜力初创公司、重要的研究机构(如里加技术大学)和行业社区。
    • 发掘代表性成果:寻找由拉脱维亚团队开发的、具有市场影响力的AI产品或解决方案,并关注如TechChill等本地知名科技会议,从中洞察创新趋势和代表性项目。
    • 信息来源:此阶段将重点利用拉脱维亚投资发展署(LIAA)、波罗的海地区的科技新闻门户(如Labs of Latvia)、欧盟委员会关于成员国数字化进程的报告以及相关大学和科技会议的官方网站。

让我们先获取拉脱维亚的最新经济数据。

搜索

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Latvia economy GDP per capita main industries 2024

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Latvia economy GDP per capita main industries recent data
新华网
新华网
RIGA, Feb. 3 (Xinhua) -- Last year has been fairly successful for Latvian producers as the Baltic co
researchgate.net
researchgate.net
It deserves mentioning here that wage rate in Latvia in 2003 was only 15% of the EU average level (see Figure 4). Later some increase in labour costs due to ...
researchgate.net
researchgate.net
The data of Latvia from 1960 to 2022 was obtained from the World Data Bank and the data from 2000 to 2021 was cut for the study. The study was carried out ...
researchgate.net
researchgate.net
Request PDF | New Gross Domestic Product (GDP) Benchmark Estimate for Latvia in 1935 | Estimations of GDP per capita in different Latvian regions for 1935, ...
European Union
European Union
PRODUCTIVITY OF LATVIA 'S INDUSTRIES AGAINST THE EU AVERAGE LEVEL IN INDUSTRY 2000-2022 ... GROSS DOMESTIC PRODUCT PER CAPITA. At current prices, thousand EUR.
researchgate.net
researchgate.net
Author hold an opinion that quality competitiveness is very important issue for Latvia and that country should develop economy by promoting quality movement ...
researchgate.net
researchgate.net
Latvia benefited greatly and gained popularity in 2014 when Riga was designated as a European capital of culture. The authors' calculations revealed ( ...
researchgate.net
researchgate.net
Contrary to value added per unit of output, productivity has increased considerably during the crisis, especially in medium-high- tech industries, although this ...
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Latvia country profile 2023 population language history EU NATO
data.un.org
data.un.org
Law on Stateless Persons dated 17 February 2004 and the Law on the Status of Those Former USSR Citizens who are not Citizens of Latvia or of Any Other State. Infant mortality rate(per 1 000 live births)2010-2015 6 Health:Total expenditure(%of GDP)...
link.springer.com
link.springer.com
Understanding how individual life courses unfold and how they may influence later life(e.g.health,economic situation,labour market participation)are central topics of various disciplines involved in ageing research,including sociology,epidemiology and psyc...
researchgate.net
researchgate.net
The most pronounced efforts are directed through the jointly upheld efforts of the European Union and the North Atlantic Treaty Organization.
researchgate.net
researchgate.net
group, the ethnic Hungarians (251,136 or 13% of Vojvodina's population in 2011). © The Author(s), under exclusive license to Springer ...
researchgate.net
researchgate.net
The first section briefly discusses the changing demographic situation in Latvia from 1940 to the present. The second section analyzes the debates related to ...
researchgate.net
researchgate.net
Request PDF | History, conflicting collective memories, and national identities: How Latvia's Russian-speakers are learning to remember | The literature on ...
tandfonline.com
tandfonline.com
For a brief period of time, maritime exercises in the Baltic Sea further served as a rare venue for engaging the Russian senior military ...
tandfonline.com
tandfonline.com
Introduction: are the Baltic countries next on Putin's conquest list? Russia's February 2022 (re)invasion of Ukraine raised long-standing ...
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让我尝试获取更具体的关于拉脱维亚语言和历史的信息。

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Latvia official language Russian minority history independence singing revolution
academia.edu
academia.edu
The denomination singing revolution (coined by Estonian artist Heinz Valk, b. 1936) is commonly used for events in Baltic States between 1987 and 1991 that led ...
academia.edu
academia.edu
The Baltic Singing Revolution represents a unique nonviolent cultural movement that played a significant role in the rejection of Soviet domination and the ...
academia.edu
academia.edu
The paper explores the 'Singing Revolution' in the Soviet Baltic republics, which was characterized by a peaceful push for political change fueled by cultural ...
researchgate.net
researchgate.net
The denomination singing revolution (coined by Estonian artist Heinz Valk, b. 1936) is commonly used for events in Baltic States between 1987 and 1991 that ...
academia.edu
academia.edu
The review discusses the documentary film "The Singing Revolution," which chronicles the events surrounding Estonia's drive for independence from Soviet ...
researchgate.net
researchgate.net
Latvia's independence was about democracy, historical redress, and national autonomy. Yet, each of these areas included an ethnic component. Would a Latvian ...
tandfonline.com
tandfonline.com
The vast majority of the group most commonly known today as 'Russian speakers' were ineligible for citizenship as it was thus initially defined.
researchgate.net
researchgate.net
Based on the premise that the Baltic states were colonised, it would appear that the Singing Revolution-the series of events in the late 1980s and early 1990s, ...

已掌握的信息

  1. 地理与基本国情:拉脱维亚是北欧波罗的海国家,首都为里加,国土面积约6.46万平方公里,使用欧元作为官方货币。
  2. 历史与政治:拉脱维亚在1991年前后通过被称为“歌唱革命”的非暴力运动恢复独立。现为欧盟(EU)和北约(NATO)成员国,其地缘政治深受与俄罗斯关系的影响。
  3. 语言与民族:官方语言为拉脱维亚语,国内存在大量的俄语少数族裔,这一语言和社会结构是理解其当代国情的一个重要方面。
  4. 经济状况:已有的经济数据较为陈旧,未能反映近期的经济表现、主要产业结构及人均GDP水平。

下一步行动计划

  1. 完成国家概况的精准拼图:鉴于直接获取全面的国家简介遇到困难,将采用分点突破的方式,完成背景信息的搜集。下一步将集中查找拉脱维亚最新的经济数据(如GDP、主要产业构成)和政治体制简介(如政府结构)。完成此步骤后,将所有背景信息整合为一份“拉脱维亚关键信息速览表”,以完成第一阶段的调研。

    • 核心信息来源参考:世界银行(World Bank)、国际货币基金组织(IMF)发布的国家经济报告,以及欧盟委员会(European Commission)针对成员国的经济展望。
  2. 启动对人工智能(AI)生态的深度剖析:在完成宏观背景构建后,立即将研究重心转向核心任务——拉脱维亚的AI发展现状。此阶段将是全新的探索,旨在为访谈提供最直接、最有价值的专业信息。

    • 探寻顶层设计与战略:调查拉脱维亚政府或其投资发展署(LIAA)是否发布了国家级的人工智能发展战略、白皮书或相关的产业扶持政策。
    • 绘制产业与学术地图:识别该国在AI领域的知名企业、高潜力初创公司、重要的研究机构(如里加技术大学、拉脱维亚大学)和行业组织。
    • 发掘代表性成果与案例:寻找由拉脱维亚团队开发的、具有市场影响力的AI产品或解决方案,并重点关注如TechChill等本地知名科技会议,从中洞察创新趋势和代表性项目。
    • 核心信息来源参考:拉脱维亚投资发展署(LIAA)官网,波罗的海地区的科技新闻门户(如Labs of Latvia),以及相关大学和科技会议的官方网站。

让我们先获取拉脱维亚的最新经济数据和政治体制信息。

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Latvia GDP 2023 economy main industries political system
中国政府网
中国政府网
RIGA—The upcoming Riga summit between China and the Central and Eastern European(CEE)countries will give new momentum to Latvia’s relationship with the world’s second largest economy,Chinese Ambassador to Latvia Huang Yong said. ...
statista.com
statista.com
In 2023, agriculture contributed around 3.85 percent to the GDP of Latvia, 22.34 percent came from the industry and 61.56 percent from the service sector.
oecd.org
oecd.org
Latvia's fiscal deficit was -4.4% of GDP in 2022, reduced from -7.1% in 2021, and smaller than the average fiscal deficit in OECD countries (-7.5% in 2021).
statista.com
statista.com
Distribution of gross domestic product (GDP) across economic sectors Latvia 2023 · Age structure in Latvia 2023 · Employment by economic sector in Latvia 2023 ...
European Union
European Union
Economic growth in 2022 was 1.9%, with a contraction in the final quarter, driven by a fall in households' real disposable incomes (2), a ...
European Union
European Union
Latvia's tax revenue as a share of GDP is significantly below the EU average. Public expenditure on healthcare and social protection are low.
European Union
European Union
The budget for 2023 has been prepared, projecting that the nominal deficit of the General Government budget is 4.2% of GDP in 2023. ... economic slowdown in main ...
European Union
European Union
In 2022, government borrowing added up to 4.4% of GDP and remained the largest contributor to Latvia's net borrowing position. For the economy ...
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Latvia political system government structure parliament president
文件
文件
[PDF] 独立后立陶宛政治新体制初探
academia.edu
academia.edu
In 1922-1934, there were a total of four Latvian Saiemas. The number of deputies was 100 and the political division was similar to that of the Constitutional ...
European Union
European Union
The current President is Mr. Bajram Begaj elected by the Parliament in July 2022 for a five year mandate.
European Union
European Union
The Oireachtas (National Parliamenet) consists of the President (Uachtarán) and two Houses of the Oireachtas; a House of Representatives (Dáil ...
link.springer.com
link.springer.com
Under presidentialism the origins of the two branches are electorally distinct, with the chief executive (always the president, and sometimes one or more vice-.
researchgate.net
researchgate.net
... In contrast, in many CEE semi-presidential countries, such as in the Czech Republic and Romania, the presidents have kept close party ties as presidents, ...
researchgate.net
researchgate.net
The power balance between these two executives varies especially in semi-presidential regimes, where a popularly elected fixed-term president shares executive ...
researchgate.net
researchgate.net
Request PDF | Latvia | The 2009 European Parliament (EP) elections in Latvia were held during a period of intense domestic economic and political crisis.
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现在我需要了解拉脱维亚的人工智能发展情况。

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Latvia artificial intelligence AI development companies startups
cnipa.gov.cn
cnipa.gov.cn
2024年4月11日,美国专利商标局(USPTO)发布使用人工智能(AI)工具的实务指南(Guidance on Use of Artificial Intelligence-Based Tools in Practice)[1],旨在提醒相关从业者、创新者及企业家在USPTO 事务中注意使用AI的相关法规、政策和风险,并就风险缓解提出建议,以指导知识产权相关活动。
statista.com
statista.com
The market size in the AI Robotics market is projected to reach US$8.15m in 2025. The market size is expected to show an annual growth rate (CAGR 2025-2031) ...
statista.com
statista.com
The Artificial Intelligence market in Latvia is experiencing rapid growth, driven by factors such as increasing adoption of digital technologies and rising ...
statista.com
statista.com
Key players of the market include companies such as Open AI, NVIDIA DeepL Learning and Google (Magenta, DeepDream).
researchgate.net
researchgate.net
In this article, we examine the AI-induced innovations in the regula tory frameworks of both countries. We then provide insights from interviews ...
researchgate.net
researchgate.net
The paper covers the topic of artificial intelligence (AI) in the context of entrepreneurship in Europe and offers an unprecedented discussion and research ...
kpmg.com
kpmg.com
We have developed a dedicated set of services that addresses the most common challenges startups are facing.
kpmg.com
kpmg.com
KPMG Trusted AI services can help with designing, building, deploying, and using AI tech solutions in a responsible and ethical manner, seeking to accelerate ...
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让我再搜索一些更具体的关于拉脱维亚人工智能发展的信息。

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Latvia national AI strategy digital innovation tech companies Riga
新华网
新华网
In Latvia Full Text of Riga Declaration 2016-11-06 China,Latvia agree to expand cooperation 2016-11-05 China pledges to deepen all-round pragmatic cooperation with Latvia 2016-11-04 Chinese premier arrives in Latvia for ...
中国政府网
中国政府网
RIGA—The upcoming Riga summit between China and the Central and Eastern European(CEE)countries ...“To explore new markets in Asia is part of Latvia’s national development strategy,which sets China as a cooperation priori...
European Union
European Union
The objective of the Latvian strategy is to promote the uptake and growth of AI in the whole economy. The proposed strategy outlines policy actions in the ...
academia.edu
academia.edu
The paper outlines a policy framework for promoting innovative business in Riga and the surrounding region, addressing the challenges of low innovation ...
academia.edu
academia.edu
Digital transformation can be defined as the integration of new technologies into all areas of a company. This technological integration will ultimately imply a ...
researchgate.net
researchgate.net
PDF | On Oct 1, 2024, Magdalena Tutak and others published Technological Progress in Central and Eastern Europe: Digitalization and Business ...
European Union
European Union
All EU Member. States are developing and implementing policies and national strategies to seize the benefits of AI for the economy and society.
oecd.org
oecd.org
Going Digital in Latvia explores recent developments in infrastructure for the digital economy, telecom markets, and related regulations and policies in Latvia ...
https://static-favicon.basemind.com/01JVCF6HT8S71XAR7EBYMT8K2H
https://static-favicon.basemind.com/01JVCF6HT8S71XAR7EBYMT8K2H
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已掌握的信息

  1. 国家概况与政治体制:拉脱维亚是位于北欧的波罗的海国家,首都为里加,为欧盟与北约成员国,官方货币是欧元。其政治体制为议会制共和国,国家权力遵循三权分立原则,立法权由一院制议会(Saeima)行使,国家元首为总统。
  2. 历史与社会语言:拉脱维亚在20世纪90年代初通过“歌唱革命”这一非暴力方式恢复独立。官方语言为拉脱维亚语,但国内存在大量俄语人口,形成了独特的社会及语言环境。
  3. 经济结构:根据2023年的数据,拉脱维亚的经济以服务业为主,约占GDP的61.6%,工业占比约为22.3%,农业占比约为3.8%。
  4. 人工智能国家战略:拉脱维亚政府于2020年2月发布了国家人工智能发展战略,旨在推动AI在公共和私营部门的应用与发展。战略重点包括提升社会AI认知与能力、发展数据生态系统、完善法律与伦理框架等。核心研究机构包括拉脱维亚大学(LU)和里加技术大学(RTU),研究方向涵盖自然语言处理、计算机视觉和机器人技术等。

下一步行动计划

  1. 整合并可视化国家概况:将已搜集到的关于拉脱维亚的地理、历史、政治、经济等关键信息进行系统性整合,并创建一个“拉脱维亚关键信息速览表”,以图文并茂的形式完成第一阶段的背景研究,为后续的AI领域深度分析提供清晰的宏观背景。
  2. 深度挖掘AI产业生态的关键参与者:在已掌握国家AI战略的基础上,将研究重点转向具体的产业参与者。此阶段旨在识别并列出在拉脱维亚AI生态中扮演重要角色的实体,为访谈提供具体的企业和产品案例。
    • 识别领军企业与初创公司:系统性地搜寻在拉脱维亚本土运营的、以人工智能为核心业务的知名企业和高潜力初创公司,尤其关注金融科技(FinTech)、语言科技、生物技术和机器人等优势领域。
    • 发掘代表性产品与技术组织:寻找由这些公司开发的、具有市场影响力的AI产品或解决方案。同时,识别推动行业发展的重要技术社区、协会或组织。
    • 核心信息来源参考:拉脱维亚投资发展署(LIAA)的官方报告与企业名录、波罗的海地区的专业科技新闻门户(如Labs of LatviaArcticStartup)、以及该国知名科技会议(如TechChill)的过往参展商和演讲嘉宾名单。

让我先搜索拉脱维亚的AI企业和初创公司的具体信息。

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Latvia AI companies startups TechChill Riga tech ecosystem
European Union
European Union
▫ Riga TechHub – community for tech entrepreneurs and startups in Latvia ... AI and Data as a glue connecting Large Companies and startups ...
European Union
European Union
COST (European Cooperation in Science and Technology) is a funding agency for research and innovation networks. Our Actions help connect research initiatives.
researchgate.net
researchgate.net
COST (European Cooperation in Science and Technology) is a funding agency for research and innovation networks. Our Actions help connect research initiatives.
European Union
European Union
theme “Scaling your startup in Europe”. This will be an official side event of the TechChill conference (Riga,. Latvia, 21-22 February 2019). The Startup ...
European Union
European Union
This report is the core output of the project “Developing an Effective Online Dispute Resolution (ODR). Concept in Latvia”, supported by the European Commission ...
oecd.org
oecd.org
This report is the core output of the project “Developing an Effective Online Dispute Resolution (ODR). Concept in Latvia”, supported by the European Commission ...
researchgate.net
researchgate.net
Contributing to IR theorising of legitimacy and re-risking, this article illustrates how technology-based de-risking efforts that seek to attend to the ...
researchgate.net
researchgate.net
The article is dedicated to analyzing trends in the development of startup infrastructure in Ukraine, Latvia and Georgia.

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Latvia top AI companies Riga artificial intelligence startups list
researchgate.net
researchgate.net
The proliferation of new technologies, such as Artificial Intelligence (AI), blockchain, and the Internet of Things (IoT), has accelerated ...
researchgate.net
researchgate.net
This study employs a multidisciplinary approach to scrutinize the intricate provisions and implications of the AI Act, 2024 encompassing legal, ethical, ...
arxiv.org
arxiv.org
Quantum AI covers all subfields of AI, such as quantum machine learning (QML), quantum reasoning (QR), quantum automated planning and scheduling ...
European Union
European Union
This publication is a Technical report by the Joint Research Centre (JRC), the European Commission's science and knowledge service. It.
academia.edu
academia.edu
This paper explores the profound impact of AI-driven transformation on conventional business operations, highlighting both the challenges and opportunities that ...
European Union
European Union
This is a joint publication of the European Commission's Joint Research Centre (JRC), the European Commission's science and knowledge.
link.springer.com
link.springer.com
The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and ...
researchgate.net
researchgate.net
The article explores the growing role of artificial intelligence (AI) in entrepreneurship education within universities. This exploration is set against the ...

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Latvia artificial intelligence companies Tilde LETA Squalio Riga
oecd.org
oecd.org
Going Digital in Latvia explores recent developments in infrastructure for the digital economy, telecom markets, and related regulations and policies in ...

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Tilde AI Latvia language technology company
researchgate.net
researchgate.net
... Latvian ASR systems. Language technology company Tilde created Latvian ASR systems for audio transcription [7], [8] , [9], [10] and for text ...
researchgate.net
researchgate.net
PDF | The paper describes the development process of Tilde's NMT systems for the WMT 2019 shared task on news translation.
European Union
European Union
Tilde trained Latvian and Estonian translation engines with almost 24 million sentences, the programme does not use the third language. The ...
crunchbase.com
crunchbase.com
Tilde develops language technology and localisation solutions that help customers to cross language barriers in the digital age. Founded Sep 17, 1991 ...
crunchbase.com
crunchbase.com
Tilde develops language technology and localisation solutions that help customers to cross language barriers in the digital age.
researchgate.net
researchgate.net
PDF | Language technologies are software systems designed to handle human language and are therefore often called “human language technology”. Human.
crunchbase.com
crunchbase.com
Tilde develops language technology and localisation solutions that help customers to cross language barriers in the digital age. Founded Sep 17, 1991 ...
European Union
European Union
The objective of the project is to develop artificial inteligence (AI) based Estonian-Latvian machine translation toolkit by combination of Tilde's ...

已掌握的信息

  1. 国家概况与政治体制:拉脱维亚是位于北欧的波罗的海国家,首都为里加,为欧盟与北约成员国,官方货币是欧元。其政治体制为议会制共和国,立法权由一院制议会(Saeima)行使,国家元首为总统。
  2. 历史与社会语言:拉脱维亚在20世纪90年代初通过“歌唱革命”这一非暴力方式恢复独立。官方语言为拉脱维亚语,但国内存在大量俄语人口,形成了独特的社会及语言环境。
  3. 经济结构:根据2023年的数据,拉脱维亚的经济以服务业为主,约占GDP的61.6%,工业占比约为22.3%,农业占比约为3.8%。
  4. 人工智能发展战略与核心参与者:拉脱维亚于2020年发布了国家级人工智能发展战略。核心研究机构包括拉脱维亚大学和里加技术大学。在企业层面,已识别出在语言技术领域(如机器翻译、语音识别)处于领先地位的本土公司Tilde。

下一步行动计划

  1. 整合并可视化国家概况:将已搜集到的关于拉脱维亚的地理、历史、政治、经济等关键信息进行系统性整合,并创建一个“拉脱维亚关键信息速览表”,以图文并茂的形式完成第一阶段的背景研究,为后续的AI领域深度分析提供清晰的宏观背景。
  2. 深度挖掘AI产业生态与应用案例:在已掌握国家AI战略和龙头企业的基础上,进一步丰富对该国AI产业生态的认知,重点发掘更多企业、产品和技术组织。
    • 识别更多AI企业与初创公司:通过更具针对性的搜索,识别出更多在拉脱维亚本土运营的、以AI为核心业务的知名企业和高潜力初创公司,尤其关注金融科技(FinTech)、生物技术、机器人等领域。
    • 发掘代表性产品与技术组织:寻找由这些公司开发的、具有市场影响力的AI产品或解决方案,并识别出推动行业发展的重要技术社区或行业协会。
    • 核心信息来源参考:拉脱维亚投资发展署(LIAA)的官方报告与企业名录、波罗的海地区的专业科技新闻门户(如Labs of Latvia)、以及该国知名科技会议(如TechChill)的过往参展商和演讲嘉宾名单。

现在,让我整合已收集的信息,并创建一个关于拉脱维亚的信息速览表。

可视化工具

可视化工具

我需要继续搜索更多关于拉脱维亚人工智能企业和应用的信息,以便为用户提供更全面的报告。

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Latvia AI companies LETA Squalio Tet Riga artificial intelligence applications
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LMT, in collaboration with Riga Technical University, is developing artificial intelligence (AI) solutions to provide rescue solutions with the help of ...

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Latvia artificial intelligence companies LMT Riga Technical University AI applications
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Our current era is witnessing qualitative technological transformations with the introduction of artificial intelligence into most applications ...
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This paper presents an up-to-date review of AI advances in the field of urology that pertain to its imaging aspects, particularly regarding the ...
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data quality and data analysis, IS engineering, Web engineering, and application of AI ... of Riga Technical University, Computer Science, vol. 22, 2005, pp. 169- ...
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The series Lecture Notes in Artificial Intelligence (LNAI) was established in 1988 as a topical subseries of LNCS devoted to artificial intelligence.
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Thus, if we further consider the use of AI to solve problems in the transport industry, we should understand that the level of AI development can be different: ...
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AI-enabled e-services helping unemployed citizens to find suitable jobs or to receive training suggestions based on their profiles.
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As AI enabled technology is nothing but fruits of human creativity and innovation, it has an inevitable interface with Intellectual Property (IP) which will ...
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Artificial Intelligence (AI) is transforming traditional methods reliant on human knowledge by introducing machine learning techniques, which offer effective ...

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Latvia artificial intelligence research projects LMT Riga Technical University case studies
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• Overview research by means of questionnaires;. • Research through case studies;. • Studies of global production;. • Overviews of the global ...
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Jinde Cao, School of Mathematics, Southeast University, Nanijing, China. Marios Polycarpou, KIOS Research Center, University of Cyprus, Nicosia, Cyprus. Witold ...
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Sustainable real estate development analysis not only helps to solve climate change issues, but also increases asset value. The aim of the research is to ...
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ultrasound images for segmentation and other analyses deep learning technology. Urological imaging is one of the medical fields that use ...
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Introduction The study investigates the integration of artificial intelligence (AI) in higher education (HE) and its impact on pre-service ...
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- The importance of the video analysis program using AI in the major clubs. - Explaining how the Dartfish app works by showing live examples of.
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The EJP SOIL has had three internally funded research project calls. From the 1st internal call 10 projects were funded (D3.3) and they ...
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Accordingly, this study explores the following research questions: 1) What educational innovations are facilitated by developing faculty's digital competence? 2 ...

已掌握的信息

  1. 国家概况与政治经济:已系统掌握拉脱维亚作为北欧波罗的海国家的基本情况,包括其首都里加、议会制共和国的政治体制、作为欧盟与北约成员国的国际地位,以及其在1991年通过“歌唱革命”恢复独立的关键历史。经济上,已明确其以服务业为主导的产业结构(占GDP约61.6%)。
  2. 社会与语言:了解到拉脱维亚语为官方语言,但国内存在大量俄语人口,这一独特的社会语言环境是理解其国情的重要背景。
  3. 人工智能战略与初步生态:已确认拉脱维亚在2020年发布了国家级人工智能发展战略,并识别出拉脱维亚大学和里加技术大学是其核心研究机构。在企业层面,已定位到在语言技术领域具有代表性的公司Tilde,以及电信公司LMT与高校的合作项目。

下一步行动计划

  1. 完成第一阶段报告的撰写:将已搜集并可视化的所有背景信息(地理、政治、经济、历史、社会等)进行最终整合,撰写成一份逻辑清晰、图文并茂的“拉脱维亚国家概况”研究报告章节。此阶段的研究工作已基本完成,重心在于内容的组织与呈现。
  2. 深度挖掘AI产业生态与应用案例:将研究重心彻底转向核心任务,即全面剖析拉脱维亚的人工智能产业现状,为访谈提供具体、深入的素材。
    • 系统性识别AI企业与初创公司:将通过更具针对性的搜索,查找并列出在拉脱维亚本土运营的、以人工智能为核心业务的知名企业和高潜力初创公司,尤其关注金融科技(FinTech)、语言科技、生物技术、无人机和机器人等潜在优势领域。
    • 发掘代表性AI产品与成功案例:寻找由这些公司开发的、已在市场应用的具体AI产品或解决方案。同时,识别推动行业发展的重要技术社区、行业协会或标志性项目,以展示该国AI发展的实际成果。
    • 核心信息来源参考:为确保信息的准确性和深度,将重点查阅拉脱维亚投资发展署(LIAA)的官方报告与企业名录,浏览波罗的海地区的专业科技新闻门户(如Labs of Latvia),并参考该国知名科技会议(如TechChill)的过往参展商和演讲嘉宾名单。

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Latvia AI startups companies Labs of Latvia TechChill fintech language technology
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... language processing tool driven by AI technologies. The platform responds to different formulations of questions in natural language, so that answers are.
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This report investigates the development of the Blockchain ecosystem in. Israel, against the background of the SME and entrepreneurship structure.

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Latvia Innovation Labs of Latvia tech startups AI companies list
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PDF | The combination of innovation and artificial intelligence (AI), with reference to innovative startups, presents a challenge for firms ...
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AI. Innovation labs evolve from closed R&D spaces to organizational catalysts for open innovation. The study synthesizes insights from 152 articles to define ...
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This article examines how large corporations from the tech industry have begun to tap into entrepreneurial innovation from startups.
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In the 21st century, AI startups have emerged as pivotal players in bolstering economic growth, shaping labor markets, and influencing societal progress.
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After centuries of human-driven labor and rudimentary tools, the concept of automation began to take shape during the Industrial Revolution in the late 18th ...
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This paper examines the impact of startups on the innovation ecosystem, their contribution to the development of high-tech industries and ...
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This paper presents a bibliometric analysis of the literature on the role of technology in propelling business innovation and growth in start-ups.
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This publication is a Technical report by the Joint Research Centre (JRC), the European Commission's science and knowledge service.

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Latvia artificial intelligence companies list Tilde LMT Squalio Tet
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LMT, in collaboration with Riga Technical University, is developing artificial intelligence (AI) solutions to provide rescue solutions with the help of ...

基于我的搜索结果,我已经收集了关于拉脱维亚及其人工智能发展的重要信息。现在我将提供最终答案,总结所有关键发现。

拉脱维亚国家概况与人工智能发展研究报告

一、国家基本概况

1.1 地理与人口

拉脱维亚共和国(Republic of Latvia)位于北欧波罗的海东岸,国土面积约64,573平方公里,首都为里加(Riga)。根据联合国统计数据,该国人口约196万(2016年数据),人口密度为每平方公里31.4人,首都里加人口约62.1万。

项目内容
国家全称拉脱维亚共和国(Republic of Latvia)
地理位置位于北欧波罗的海东岸
首都里加(Riga)
国土面积约64,573平方公里
人口约196万(2016年数据)
官方语言拉脱维亚语
货币欧元(EUR)

1.2 政治体制

拉脱维亚实行议会制共和国政体,政治结构遵循三权分立原则。国家立法权由一院制议会(Saeima)行使,国家元首为总统。该国于1991年9月17日从苏联独立,并先后于2004年加入欧盟和北约,2014年加入欧元区,充分融入了欧洲和西方安全体系。

政治体制项目内容
政体议会制共和国
国家元首总统
立法机构一院制议会(Saeima)
三权分立立法权、行政权和司法权
国际组织欧盟成员国(EU)、北大西洋公约组织成员国(NATO)
独立日1991年9月17日(从苏联独立)

1.3 经济结构

拉脱维亚经济以服务业为主导,同时保持工业和农业的多元化发展。根据2023年数据,服务业占GDP的61.56%,工业占22.34%,农业占3.85%,其余为其他行业。2022年,拉脱维亚财政赤字为GDP的4.4%,相比2021年的7.1%有所改善,且低于OECD国家平均水平。

拉脱维亚GDP构成(2023年)

View the chart
View data

资料来源: statista.comoecd.orgdata.un.orgdata.un.orgEuropean Unionresearchgate.netresearchgate.netEuropean Unioncrunchbase.com

1.4 历史沿革

拉脱维亚的现代历史充满了争取独立和民族自决的斗争。1940年被苏联吞并后,经历了长期的苏联统治时期。1987年至1991年间,拉脱维亚与爱沙尼亚、立陶宛一起参与了被称为"歌唱革命"的非暴力抗争运动,这一运动以和平方式争取民族独立,最终在1991年成功恢复独立。这段历史对理解拉脱维亚人的民族认同感和对自由的珍视至关重要。

年份历史事件
1940年被苏联吞并
1987-1991年参与波罗的海国家的"歌唱革命"非暴力抗争
1991年恢复独立
2004年加入欧盟和北约
2014年加入欧元区

1.5 社会与语言环境

拉脱维亚的社会语言环境具有显著的多元特征。官方语言为拉脱维亚语,但国内存在大量俄语使用人口,形成了独特的社会语言格局。这种语言多样性源于其复杂的历史背景,尤其是苏联时期的人口迁移政策。民族构成上,拉脱维亚族占多数,俄罗斯族为主要少数民族。宗教信仰以路德宗新教、天主教和东正教为主。

社会与语言项目内容
民族构成拉脱维亚族占多数,俄罗斯族为主要少数民族
语言环境官方语言为拉脱维亚语,但存在大量俄语使用人口,形成独特的社会语言环境
宗教主要为路德宗新教、天主教和东正教

二、人工智能发展现状

2.1 国家战略与政策框架

拉脱维亚政府于2020年2月发布了国家人工智能战略《发展人工智能解决方案》(Developing artificial intelligence solutions),明确了该国在AI领域的发展方向和政策重点。该战略旨在促进AI技术在整个经济中的应用和增长,特别关注在公共管理领域的推广。

战略概述了以下几个关键领域的政策行动:

  • 通过教育改革提高全社会对AI的认识和能力
  • 促进公共和私营部门对AI的采用和发展
  • 积极参与国家和国际合作
  • 发展健全的AI法律和伦理框架
  • 充分利用完善的数据生态系统的优势
  • 投资数字和电信基础设施以支持AI发展

内政部计划投入约150万欧元用于数字化,重点关注AI领域。这表明拉脱维亚政府对发展人工智能技术的战略重视和实质性投入。

European Union

2.2 研究机构与学术力量

拉脱维亚在AI研究方面拥有几个重要的学术机构,它们在不同的AI领域开展研究项目:

  1. 拉脱维亚大学(LU)数学与信息学研究所:该机构活跃于多个研究领域,包括语音识别、语义分析、图像分析、自然语言分析、计算机视觉和机器人技术。

  2. 里加技术大学(RTU):开展自主系统和机器人、图像和声音处理以及智能传感器系统等研究。该校设有专门的人工智能和系统工程教席,专注于机器学习和数据挖掘。此外,RTU工业电子和电气工程研究所正在协调国家研究计划NexIT项目,旨在促进公共部门的ICT服务并整合数据收集和处理。

这些研究机构的项目得到了欧洲区域发展基金和Horizon 2020的支持,显示了拉脱维亚在欧洲AI研究网络中的积极参与。

European Union

2.3 代表性企业与技术应用

拉脱维亚的AI生态系统中有几家值得关注的企业,它们在不同领域应用人工智能技术:

  1. Tilde:成立于1991年9月17日,是拉脱维亚最具代表性的语言技术公司之一。Tilde开发语言技术和本地化解决方案,帮助客户在数字时代跨越语言障碍。该公司在机器翻译领域表现突出,开发了基于AI的机器翻译系统,如爱沙尼亚-拉脱维亚AI机器翻译器(EstLat Translator)。该系统通过近2400万个句子训练拉脱维亚语和爱沙尼亚语翻译引擎,不依赖第三语言作为中介,显著提高了翻译质量。

  2. LMT(Latvijas Mobilais Telefons):作为拉脱维亚的电信公司,LMT与里加技术大学合作开发AI解决方案,特别是在救援领域的应用。这种产学合作模式展示了拉脱维亚在将AI技术应用于实际场景的努力。

  3. 里加科技中心(Riga TechHub):作为拉脱维亚科技企业家和初创公司的社区平台,为技术创新提供支持和资源,促进AI等新兴技术的发展和应用。

crunchbase.com European Union oecd.org European Union

2.4 创新生态与发展趋势

拉脱维亚的AI创新生态系统正在逐步形成,具有以下特点:

  1. 教育与人才培养:拉脱维亚政府认识到提高AI相关领域的技能和能力对加速AI部署、使用和发展至关重要。国家战略倡导在各级教育系统中整合AI主题,并计划开发类似芬兰"AI Elements"课程的在线课程,目标受众为专家级和管理级专业人士,以支持数字化转型。

  2. 国际合作:拉脱维亚积极参与欧盟框架下的AI合作项目,如通过欧洲区域发展基金和Horizon 2020支持的研究项目。这种国际合作为拉脱维亚的AI发展提供了资金支持和知识交流的机会。

  3. 专业化方向:从现有信息来看,拉脱维亚在语言技术、电信应用和数据处理等领域展现出一定的专业化趋势。特别是在处理波罗的海语言(拉脱维亚语、爱沙尼亚语等)的自然语言处理技术方面,拉脱维亚企业如Tilde展现出独特优势。

  4. 创业生态系统:拉脱维亚通过TechChill等科技会议和里加科技中心等组织,为科技创业提供支持平台,促进AI初创企业的发展。TechChill作为拉脱维亚的重要科技会议,为创业者和投资者提供交流平台,推动包括AI在内的创新技术发展。

European Union European Union

三、访谈准备建议

3.1 必备背景知识

在与拉脱维亚数据专家的访谈中,建议掌握以下关键背景知识:

  1. 历史与文化敏感性:了解拉脱维亚的独立历史和"歌唱革命"背景,认识到该国对国家主权和文化认同的高度重视。

  2. 语言环境:认识到拉脱维亚语是官方语言,但俄语在社会中也广泛使用,这种双语环境可能对AI语言技术的开发有特殊影响。

  3. 欧盟框架:了解拉脱维亚作为欧盟成员国,其AI发展受欧盟法规(如《人工智能法案》)和政策框架的影响。

  4. 地区合作:认识到波罗的海三国(拉脱维亚、立陶宛、爱沙尼亚)之间的紧密合作关系,特别是在技术和数字化领域。

3.2 访谈重点方向

针对拉脱维亚数据专家的访谈,建议重点关注以下方向:

  1. 语言技术应用:探讨拉脱维亚在处理小语种(如拉脱维亚语)的AI技术方面的独特挑战和解决方案,特别是Tilde等公司的语言技术创新。

  2. 公私合作模式:了解拉脱维亚政府、学术机构和私营企业之间在AI研发和应用方面的合作模式,如LMT与里加技术大学的合作项目。

  3. 人才培养与教育:探讨拉脱维亚如何应对AI人才短缺的挑战,以及其教育系统在培养AI专业人才方面的举措。

  4. 小国创新策略:作为一个人口不到200万的小国,拉脱维亚如何在全球AI竞争中找到自己的定位和优势领域。

  5. 跨境数据合作:了解拉脱维亚在波罗的海地区和欧盟框架下的数据共享和AI合作项目,如爱沙尼亚-拉脱维亚机器翻译系统的开发经验。

四、结论

拉脱维亚作为一个小型波罗的海国家,虽然在全球AI格局中不是主要参与者,但在特定领域展现出独特优势和发展潜力。该国通过国家战略明确了AI发展方向,并在语言技术、学术研究和公私合作等方面取得了一定进展。

拉脱维亚的AI发展呈现出"小而专"的特点,特别是在语言技术和特定垂直领域的应用方面。通过与欧盟框架的深度融合和波罗的海地区的紧密合作,拉脱维亚正努力在数字经济和AI创新中找到自己的位置。

对于即将进行的访谈,了解拉脱维亚的历史文化背景、语言环境特点以及AI发展的政策框架和重点领域,将有助于与拉脱维亚数据专家进行更有深度和针对性的交流,获取关于该国AI应用实践的第一手资料。

人工智能发展项目内容
国家战略2020年2月发布国家人工智能战略
战略重点提升社会AI认知与能力、推动公共和私营部门AI应用、发展数据生态系统、完善法律与伦理框架
研究机构• 拉脱维亚大学(LU)数学与信息学研究所:语音识别、语义分析、图像分析等
• 里加技术大学(RTU):自主系统与机器人、图像与声音处理等
代表性企业• Tilde:专注于语言技术和本地化解决方案的公司,开发了基于AI的机器翻译系统
• 里加科技中心(Riga TechHub):为科技企业家和初创公司提供支持的社区

Key references