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採購開竅資料挑戰賽說明會
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DSP智庫驅動
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採購開竅資料挑戰賽說明會 https://dsp.im/smart-contracting-data-challenge/
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採購開竅資料挑戰賽 成果報告 #4 https://dsp.im/smart-contracting-data-challenge/
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亞洲 Hadoop 產品與解決方案引領者 Etu,於年度 Etu Solution Day (ESD) 活動中發表「2014 年台灣 Big Data 市場 5 大趨勢預測」。Etu 也首度發表兩岸的 10 大行業、21 種 Hadoop Big Data 已經被驗證的應用,如電信業的經營分析與客服查詢、電子商務的精準推薦、數位媒體的內容推薦、零售行業的使用者行為分析、高科技製造的資料倉儲工作分流卸載與製程良率分析、政府與地產的輿情分析、電力的能源管理、保險的巨量小圖檔管理等。預期 2014 年的台灣 Big Data 市場將更為成熟,經過驗證階段後,進入最後導入階段的企業也可望有倍數的成長。 Etu 負責人蔣居裕表示:「UDN 的採用,說明了台灣企業導入 Big Data 應用的需求在特定產業力道明顯上揚,『2014 年台灣 Big Data 市場的 5 大趨勢預測』也呼應了這樣的看法。」蔣居裕說:「一、首先過河的人,要開始挑戰資料價值的海洋,越早期投入者,越用越深,越深越廣;二、Total Data BI 帶動企業採用多結構化資料倉儲。客戶行為分析、精準行銷、客戶體驗是應用目標;三、從新舊系統整合到 End-to-End 解決方案,大部分企業期待廠商能夠完整交付 Big Data 應用與專業技術顧問。『容易』(Ease) 是 Big Data 產品進入企業的關鍵字;四、資料探索工具當道,力助 Business User 比 IT 人員更能挖掘 Big Data 的價值。『探索』(Discovery) 是 Big Data 分析的神髓所在 —— 探索關聯、探索意圖、探索缺少什麼;五、Big Data 教育訓練課程,從以處理技術為主者,快速擴展到資料分析。但均會被含括在『資料科學』大傘下。資料科學家萬中選一,強調專業分工的資料科學團隊,才是實踐資料價值希望之所在。」 ESD 2013 另外還展現了藉由 Etu Appliance 所架構起來的 Etu Ecosystem,展示了由 Etu 以及 ISV 夥伴們所開發的 End-to-End 解決方案:Etu Recommender,除了原有的個人化精準推薦,現在還可與第三方工具整合,進行資料視覺化探索,建置使用者行為分析資料倉儲;合作夥伴堂朝數位整合的雲端電子刊物加值平台、PilotTV 前線媒體的收視量測系統、樺鼎商業資訊的視覺化分析工具、以及衛信科技的 SDN 網路管理完整解決方案,則分別透過 Etu Appliance 來做巨量、可擴展的檔案格式轉換運算、臉部辨識資料及時處理與分析、多結構化資料倉儲、網路資料封包預處理等工作。這些方案的共同點,就是它們都是基於不斷獲得各種產品創新獎項的 Etu Appliance 所開發或整合的應用。
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採購開竅資料挑戰賽 成果報告 #4 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - OK Tasigle
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亞洲 Hadoop 產品與解決方案引領者 Etu,於年度 Etu Solution Day (ESD) 活動中發表「2014 年台灣 Big Data 市場 5 大趨勢預測」。Etu 也首度發表兩岸的 10 大行業、21 種 Hadoop Big Data 已經被驗證的應用,如電信業的經營分析與客服查詢、電子商務的精準推薦、數位媒體的內容推薦、零售行業的使用者行為分析、高科技製造的資料倉儲工作分流卸載與製程良率分析、政府與地產的輿情分析、電力的能源管理、保險的巨量小圖檔管理等。預期 2014 年的台灣 Big Data 市場將更為成熟,經過驗證階段後,進入最後導入階段的企業也可望有倍數的成長。 Etu 負責人蔣居裕表示:「UDN 的採用,說明了台灣企業導入 Big Data 應用的需求在特定產業力道明顯上揚,『2014 年台灣 Big Data 市場的 5 大趨勢預測』也呼應了這樣的看法。」蔣居裕說:「一、首先過河的人,要開始挑戰資料價值的海洋,越早期投入者,越用越深,越深越廣;二、Total Data BI 帶動企業採用多結構化資料倉儲。客戶行為分析、精準行銷、客戶體驗是應用目標;三、從新舊系統整合到 End-to-End 解決方案,大部分企業期待廠商能夠完整交付 Big Data 應用與專業技術顧問。『容易』(Ease) 是 Big Data 產品進入企業的關鍵字;四、資料探索工具當道,力助 Business User 比 IT 人員更能挖掘 Big Data 的價值。『探索』(Discovery) 是 Big Data 分析的神髓所在 —— 探索關聯、探索意圖、探索缺少什麼;五、Big Data 教育訓練課程,從以處理技術為主者,快速擴展到資料分析。但均會被含括在『資料科學』大傘下。資料科學家萬中選一,強調專業分工的資料科學團隊,才是實踐資料價值希望之所在。」 ESD 2013 另外還展現了藉由 Etu Appliance 所架構起來的 Etu Ecosystem,展示了由 Etu 以及 ISV 夥伴們所開發的 End-to-End 解決方案:Etu Recommender,除了原有的個人化精準推薦,現在還可與第三方工具整合,進行資料視覺化探索,建置使用者行為分析資料倉儲;合作夥伴堂朝數位整合的雲端電子刊物加值平台、PilotTV 前線媒體的收視量測系統、樺鼎商業資訊的視覺化分析工具、以及衛信科技的 SDN 網路管理完整解決方案,則分別透過 Etu Appliance 來做巨量、可擴展的檔案格式轉換運算、臉部辨識資料及時處理與分析、多結構化資料倉儲、網路資料封包預處理等工作。這些方案的共同點,就是它們都是基於不斷獲得各種產品創新獎項的 Etu Appliance 所開發或整合的應用。
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分享產品經理,會需要具備的特質與真實的工作樣貌。從自身大公司的角度分享,加上新創團隊的工作經驗,介紹創業團隊該如何安排產品經理的角色及定位,並將跨部門協作、User Centric Design、Scrum等流程導入產品開發。 這份講義是由在Alpha Camp的上課內容,課後作公開分享。
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網路行銷Sop 20130110
網路行銷Sop 20130110
Donna 淑貞 Yeh 葉
數據生而不平等. 不同產業欲推動數位化, AI 化時, 所面臨的挑戰以及可預的期效益大相逕庭. 在設計 AI 產品時, 首要考量為數據的擷取, 閉環的形成, 以及從中產生效益. 然而, AI 模型對數據的依賴性, 以及本身的容錯性, 對於整個產品的設計同等重要. 針對模型特性設計容錯的配套, 隨著數據迭代進行模型更新, 並加速整個數據閉環的循環, 才能讓數據發揮最大的效用. 此演講從宏觀至微觀, 以理論輔以實際案例, 幫助產品經理與工程師 / 架構師在推動 AI 產品化時, 更能掌握上述各點之間的取捨.
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Jazz Yao-Tsung Wang
「高雄火災風險地圖2.0」係由智庫驅動與高雄市政府消防局共同推動之資料英雄計畫,本計劃透過資料科學找出火災關鍵因子,進而在消防資源有限的情況下優化巡視家訪建物之效率。根據內政部消防署公布火災統計資料,105 年火災發生次數1,856 次,火災發生類型以建築物火災1,424次最多,造成火災死亡人數約占年度火災死亡人數的86%。鑑此,降低當地建築物火災事故是各縣市政府消防局的難題之一。 對抗火災的最佳策略是採取預防性介入,防患於未然,本次專案選定鳳山區作為標的,從建築物火災角度出發,彙整建築物及人口特性資料,建構火災風險評估模型,設法找出影響建築物火災關鍵因子,面對當前人力、資源有限的挑戰下,優化現有防火診斷、宣導策略。 研究後我們也進一步將結果彙整給高雄市政府消防局供往後使用。此外,過程中發現諸多地方政府在跨部會的資料倉儲管理之缺失,我們也加以從「公私協力」角度反饋給地方政府,希望藉由專案的互動交流意見,能夠進一步讓資料倉儲成為政府開放資料之基石。
公私協力模式—以資料英雄計畫「高雄火災風險地圖2.0」為例
公私協力模式—以資料英雄計畫「高雄火災風險地圖2.0」為例
DSP智庫驅動
暴力事件一直是個令人頭疼的社會議題,其中,家庭暴力最令人心碎。過去十年,臺灣家暴案件從每年66,000件翻倍成136,000件,而社工數量增加的比例卻不足以彌補這龐大案件量的缺口。 傳統上,社工多採用較質性及人本的方式接觸個案,而這次我們導入資料科學,以量化的方式產生輔助工具,降低社工人員的工作負擔及強化家暴預防。 這場講座,將和大家一起聊聊關於我們產出的兩樣工具:家暴熱點地圖和親密關係暴力再發生風險預測模型,以及分享公私協力如何在家暴犯罪議題上開闢另一片疆土。
防治家暴的英雄——再次受暴預警分析
防治家暴的英雄——再次受暴預警分析
DSP智庫驅動
OHCA(Out-of-Hospital Cardiac Arrest ,到院前心肺休止)是指病患在送達醫院的急診室前出現心肺功能停止之情況。當心跳停止達四分鐘時,腦部將會因為缺氧而受損;當超過十分後,腦部就可能達到永久損害而成植物人。搶救黃金時間,不能只靠一己之力,必須仰賴上、中、下游的資源整合。「生命之鏈(Chains of Survival)」從社區、消防端、急診端及照護端整合眾人之力,透過五個環環相扣的流程,提高急救復甦及癒後健康的機會。 為期四個月的資料英雄(D4SG)計畫,結合政府工作者、醫學領域專家以及資料技術人的跨域合作。利用高雄地區的歷年OHCA登錄資料以及公開的開放資料集(空氣/溫度/人口)加以分析,找出「熱區辨識」與「危險因子」,為緊急救護與醫療界提供不同的觀點。本次講座帶大家了解「到院前心肺休止」風險地圖的結果,並談談「公私協力」可能對未來的影響力。
「到院前心肺休止」風險地圖 - 打造強韌的「生命之鏈」- 泛知識節
「到院前心肺休止」風險地圖 - 打造強韌的「生命之鏈」- 泛知識節
DSP智庫驅動
參與過美國芝加哥大學 Data Science for Social Good Fellowship (DSSG) 的 Eddie Lin 經驗分享。
Data Science for Social Good
Data Science for Social Good
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #5 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - 叫我最有利標
採購開竅 - 叫我最有利標
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #3 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - 採購輔助決策 (資料行者)
採購開竅 - 採購輔助決策 (資料行者)
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #2 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - 標案天眼通
採購開竅 - 標案天眼通
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #1 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - Follow the Money
採購開竅 - Follow the Money
DSP智庫驅動
A short talk at the Smart Contracting Data Challenge. https://dsp.im/smart-contracting-data-challenge/
Lessons Learned from OGP Summit 2016
Lessons Learned from OGP Summit 2016
DSP智庫驅動
Presented at GSDI 15 World Conference. http://gsdi15.org.tw/
Location Intelligence for Public Policy
Location Intelligence for Public Policy
DSP智庫驅動
11/8 DSP智庫驅動受的網路星期二之邀,跟大家介紹 D4SG 資料英雄計畫及相關成果,也邀請非營利組織夥伴參與提案(2017 春季活動提案將於 11/30 截止)。資料英雄計畫透過 3 個月的長期專案方式,協助非營利組織(NPO)將實驗性的概念,測試、鍛鍊為完整的資料公益解決方案,甚至能夠將產出的成果模式,繼續被複製使用。
D4SG creates new opportunities for public service
D4SG creates new opportunities for public service
DSP智庫驅動
DSP智庫驅動關於資料科學營隊的課程設計分享。由DSP的資料科學家 Johnson 發表於 ITSA社群運算與巨量資料課程與教材發展成果分享會。 [DSP 資料科學夏令營@NCCU](https://dsp.im/camp-nccu-summer-2016/)
DSP資料科學教學模式分享
DSP資料科學教學模式分享
DSP智庫驅動
有人用勞力做公益,也有人用財力做公益,如果用資料力來做公益,不知道會擦出怎樣的火花? 2015年,我們打造一個「資料力,做公益」的交流與媒合平台,稱為「D4SG 計畫」 (Data for Social Good)。透過社群、黑客松、資料競賽、長期專案...等方式推動資料人與非營利組織的深度交流。這場演講將從資料人的角度分享如何與NPO/NGO合作,把冰冷的資料轉換化成有溫度的故事。
Data for social good – data driven charity
Data for social good – data driven charity
DSP智庫驅動
《KAMERA 急診資料挑戰賽》第一名成果分享
Kamera first-solution
Kamera first-solution
DSP智庫驅動
DSP資料競賽平台 – 痞客邦 Visitor Log 資料挑戰賽第一名。
dc_visitor_log_cm
dc_visitor_log_cm
DSP智庫驅動
DSP資料競賽平台 – 痞客邦 Visitor Log 資料挑戰賽第二名。
dc-visitorlog-kevin
dc-visitorlog-kevin
DSP智庫驅動
DSP資料競賽平台 – 痞客邦 Visitor Log 資料挑戰賽第五名。
當遊戲營運遇上痞客邦
當遊戲營運遇上痞客邦
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D4SG 計畫介紹 Data for Social Good 資料力,做公益
D4SG 計畫介紹
D4SG 計畫介紹
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徐偉城(達雲科技 總經理) 《DSP 資料開竅.企業論壇》2015.08.21 https://dsp.im/dsp_smart_data_forum/
用光達點雲秀3D
用光達點雲秀3D
DSP智庫驅動
楊坤霖(北極星測繪科技 副總經理、臺灣防災產業協會 理事) 《DSP 資料開竅.企業論壇》2015.08.21 https://dsp.im/dsp_smart_data_forum/
空間資料與地理互聯網
空間資料與地理互聯網
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李瓊淑(台灣大車隊 總經理) 《DSP 資料開竅.企業論壇》2015.08.21 https://dsp.im/dsp_smart_data_forum/
55688 創新服務新概念
55688 創新服務新概念
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李俊賢(鼎漢國際工程顧問 董事長) 《DSP 資料開竅.企業論壇》2015.08.21 https://dsp.im/dsp_smart_data_forum/
鼎漢的交通大數據探索
鼎漢的交通大數據探索
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IN Port Alfred [[[[WhatsApp (((+27632505360))) *____**)) ABORTION PILLS FOR S...
IN Port Alfred [[[[WhatsApp (((+27632505360))) *____**)) ABORTION PILLS FOR S...
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OHCA(Out-of-Hospital Cardiac Arrest ,到院前心肺休止)是指病患在送達醫院的急診室前出現心肺功能停止之情況。當心跳停止達四分鐘時,腦部將會因為缺氧而受損;當超過十分後,腦部就可能達到永久損害而成植物人。搶救黃金時間,不能只靠一己之力,必須仰賴上、中、下游的資源整合。「生命之鏈(Chains of Survival)」從社區、消防端、急診端及照護端整合眾人之力,透過五個環環相扣的流程,提高急救復甦及癒後健康的機會。 為期四個月的資料英雄(D4SG)計畫,結合政府工作者、醫學領域專家以及資料技術人的跨域合作。利用高雄地區的歷年OHCA登錄資料以及公開的開放資料集(空氣/溫度/人口)加以分析,找出「熱區辨識」與「危險因子」,為緊急救護與醫療界提供不同的觀點。本次講座帶大家了解「到院前心肺休止」風險地圖的結果,並談談「公私協力」可能對未來的影響力。
「到院前心肺休止」風險地圖 - 打造強韌的「生命之鏈」- 泛知識節
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DSP智庫驅動
參與過美國芝加哥大學 Data Science for Social Good Fellowship (DSSG) 的 Eddie Lin 經驗分享。
Data Science for Social Good
Data Science for Social Good
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #5 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - 叫我最有利標
採購開竅 - 叫我最有利標
DSP智庫驅動
採購開竅資料挑戰賽 成果報告 #3 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - 採購輔助決策 (資料行者)
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採購開竅 - 標案天眼通
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採購開竅資料挑戰賽 成果報告 #1 https://dsp.im/smart-contracting-data-challenge/
採購開竅 - Follow the Money
採購開竅 - Follow the Money
DSP智庫驅動
A short talk at the Smart Contracting Data Challenge. https://dsp.im/smart-contracting-data-challenge/
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11/8 DSP智庫驅動受的網路星期二之邀,跟大家介紹 D4SG 資料英雄計畫及相關成果,也邀請非營利組織夥伴參與提案(2017 春季活動提案將於 11/30 截止)。資料英雄計畫透過 3 個月的長期專案方式,協助非營利組織(NPO)將實驗性的概念,測試、鍛鍊為完整的資料公益解決方案,甚至能夠將產出的成果模式,繼續被複製使用。
D4SG creates new opportunities for public service
D4SG creates new opportunities for public service
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DSP智庫驅動關於資料科學營隊的課程設計分享。由DSP的資料科學家 Johnson 發表於 ITSA社群運算與巨量資料課程與教材發展成果分享會。 [DSP 資料科學夏令營@NCCU](https://dsp.im/camp-nccu-summer-2016/)
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有人用勞力做公益,也有人用財力做公益,如果用資料力來做公益,不知道會擦出怎樣的火花? 2015年,我們打造一個「資料力,做公益」的交流與媒合平台,稱為「D4SG 計畫」 (Data for Social Good)。透過社群、黑客松、資料競賽、長期專案...等方式推動資料人與非營利組織的深度交流。這場演講將從資料人的角度分享如何與NPO/NGO合作,把冰冷的資料轉換化成有溫度的故事。
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「到院前心肺休止」風險地圖 - 打造強韌的「生命之鏈」- 泛知識節
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採購開竅 - 標案天眼通
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採購開竅 - Follow the Money
Lessons Learned from OGP Summit 2016
Lessons Learned from OGP Summit 2016
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D4SG creates new opportunities for public service
D4SG creates new opportunities for public service
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採購開竅資料挑戰賽說明會
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主辦單位:工研院 協辦單位:D4SG 資料英雄計畫 執行單位:智庫驅動
2.
採購開竅的過往經驗
3.
https://dsp.im/2015/01/hacking-government-procurement/ 標案松 (2014.12.28) DSP 自辦活動,短短一天之中,參與者做出許多精彩成果: ●
[校園採購比一比] 針對經常被忽視的學校採購案進行探索,發掘最常出包的標案 類型,例如營養午餐或師生旅遊 ● [圍標檢測] 透過異質資料的交叉分析,嘗試找出廠商圍標的群聚 ● [反圍標小幫手] 根據決標資料,嘗試找出廠商圍標的模式 ● [開放採購之資料標準] 將我們政府採購資料庫的資料格式轉化為國際上正在推動 的 Open Contracting Data Standard. ● [發包不出包] 從政府採購的廠商黑名單著手,逆向回推失敗廠商的行為模式
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行政院網路趨勢研習營 (2015.01) ● 針對各部會高階主管之研習營 ●
分享開放資料之應用 ● 展示政府採購資料之應用價值 政府機關與廠商的社交網路 (經濟部、勞務類採購、部份機關、 2014年)
5.
前10名廠商佔總決標金額70% http://citypatterns.blogspot.tw/2016/10/improving-policymaking-quality-with-smart-contracting.html
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國際合作 - 開放採購資料標準
(2015-2016) http://www.open-contracting.org/2016/03/02/open-contracting-in-taiwan-the-journey-so-far/
7.
「採購開竅」資料挑戰賽 Smart Contracting Data
Challenge
8.
目標 ● 採購開竅 ● 制度創新 ●
最佳實務 ● 同儕學習 ● 開放資料
9.
作法 ● 從利害關係人角度出發,運用資料分析,促進採購創新。 ● 舉辦資料挑戰賽,集思廣益、分析並提出解決問題的方案。 ●
資料來源有二種,一是由主辦單位提供已經公開的歷年政府標案決標資 料;另外由出題機關針對特定題目提供額外資料集。 ● 透過成果之分享與交流,促進同儕學習,發現採購制度創新的可能機會。 ● 邀請指導單位協助設計題目、提供挑戰賽資料、向參賽者說明資料內容、 並就參賽者對於資料內容所提疑問進行釋疑。 以資料之名,交流、共創、共享
10.
時程規劃 說明會 (10/19) 10 11 12
1 報名截止 (10/30) 錄取通知 (11/1) Co-Working (11/10, 11/17 & 12/1) 成果分享會 (1/14) 交件截止 (1/3) 2016 2017
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公民 團體 利害關係人地圖 民代 機關 主管 承辦 人員 秘書 單位 工程 會 商1 商2 商3 商4 國發 會 招標機關 主管機關 公民監督 投標廠商
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挑戰 #1 -
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13.
1. 兩種題型都勾選 http://web.pcc.gov.tw/psms/question/searchQuestionForPublic.do 2. 送出查詢
14.
3. 下載題庫 http://web.pcc.gov.tw/psms/question/searchQuestionForPublic.do
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● 背景說明 ○ 政府機關的瓶頸在於如何設計適合的採購規格、明確表達招標機關 的需求、價格預算的限制、不容易找到適切的廠商 ○
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16.
https://goo.gl/Y1ogY
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Planning Tender Award Standardization
of “Processes” and “Records” Contract Implementation Open Contracting Data Standard http://standard.open-contracting.org/latest/en/getting_started/
19.
Tender
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Award
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Data Schema
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OCID
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可能題目 ● 機關:採購歷程/流程 ○ 流標次數(管理門檻是流標幾次?) ○
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問與答
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