Learn the language, meet the people, eat the food.
学习当地语言，认识当地人，品尝当地美食。
{"title":"Halfway Around the World","authors":"George Neville-Neil","doi":"10.1145/3625551","DOIUrl":"https://doi.org/10.1145/3625551","url":null,"abstract":"Learn the language, meet the people, eat the food.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"6 2","pages":"27 - 28"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mobile, ubiquitous, and immersive computing appear poised to transform visualization, data science, and data-driven decision making.
移动、无处不在和身临其境的计算似乎已准备好改变可视化、数据科学和数据驱动的决策。
{"title":"Data Analytics Anywhere and Everywhere","authors":"Niklas Elmqvist","doi":"10.1145/3584858","DOIUrl":"https://doi.org/10.1145/3584858","url":null,"abstract":"Mobile, ubiquitous, and immersive computing appear poised to transform visualization, data science, and data-driven decision making.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"38 2","pages":"52 - 63"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mikael Berndtsson, Anna-Carin Jonsson, Magnus Carlsson, Thomas Svahn
Key elements for scaling advanced analytics.
扩展高级分析的关键要素。
{"title":"A Strategy for Scaling Advanced Analytics","authors":"Mikael Berndtsson, Anna-Carin Jonsson, Magnus Carlsson, Thomas Svahn","doi":"10.1145/3582075","DOIUrl":"https://doi.org/10.1145/3582075","url":null,"abstract":"Key elements for scaling advanced analytics.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"37 5","pages":"29 - 31"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A battle over "truth and who has access to it in the digital age."
一场关于 "真相以及在数字时代谁能获得真相 "的战斗。
{"title":"Saving Digital Libraries and the Internet Archive","authors":"Esther Shein","doi":"10.1145/3625392","DOIUrl":"https://doi.org/10.1145/3625392","url":null,"abstract":"A battle over \"truth and who has access to it in the digital age.\"","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"184 1","pages":"11 - 12"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emulating the behavior of exotic quantum states may give quantum computing a better way of squeezing out troublesome noise and errors.
模拟奇异量子态的行为可能会为量子计算提供一种更好的方法，以消除麻烦的噪声和误差。
{"title":"Tales of Topological Qubits","authors":"Chris Edwards","doi":"10.1145/3624436","DOIUrl":"https://doi.org/10.1145/3624436","url":null,"abstract":"Emulating the behavior of exotic quantum states may give quantum computing a better way of squeezing out troublesome noise and errors.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"17 8","pages":"8 - 10"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139264852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Seeking better explanations for how algorithmic decisions are made.
寻求更好地解释算法决策是如何做出的。
{"title":"Why Is the Current XAI Not Meeting the Expectations?","authors":"Alessio Malizia, Fabio Paternò","doi":"10.1145/3588313","DOIUrl":"https://doi.org/10.1145/3588313","url":null,"abstract":"Seeking better explanations for how algorithmic decisions are made.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"58 10","pages":"20 - 23"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The much-sought holy grail of more and faster innovation will come from integrating pipeline thinking and adoption thinking.
将流水线思维和采用思维结合起来，就能实现更多更快的创新，这也是人们孜孜以求的圣杯。
{"title":"A Clash of Civilizations","authors":"Peter J. Denning, Todd W. Lyons","doi":"10.1145/3625832","DOIUrl":"https://doi.org/10.1145/3625832","url":null,"abstract":"The much-sought holy grail of more and faster innovation will come from integrating pipeline thinking and adoption thinking.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"39 2","pages":"24 - 26"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Li Chen, Rasmus Kyng, Yang P. Liu, Richard Peng, M. Gutenberg, Sushant Sachdeva
We present an algorithm that computes exact maximum flows and minimum-cost flows on directed graphs with m edges and polynomially bounded integral demands, costs, and capacities in m1+o(1) time. Our algorithm builds the flow through a sequence of m1+o(1) approximate undirected minimum-ratio cycles, each of which is computed and processed in amortized mo(1) time using a new dynamic graph data structure. Our framework extends to algorithms running in m1+o(1) time for computing flows that minimize general edge-separable convex functions to high accuracy. This gives almost-linear time algorithms for several problems including entropy-regularized optimal transport, matrix scaling, p-norm flows, and p-norm isotonic regression on arbitrary directed acyclic graphs.
{"title":"Almost-Linear-Time Algorithms for Maximum Flow and Minimum-Cost Flow","authors":"Li Chen, Rasmus Kyng, Yang P. Liu, Richard Peng, M. Gutenberg, Sushant Sachdeva","doi":"10.1145/3610940","DOIUrl":"https://doi.org/10.1145/3610940","url":null,"abstract":"We present an algorithm that computes exact maximum flows and minimum-cost flows on directed graphs with m edges and polynomially bounded integral demands, costs, and capacities in m1+o(1) time. Our algorithm builds the flow through a sequence of m1+o(1) approximate undirected minimum-ratio cycles, each of which is computed and processed in amortized mo(1) time using a new dynamic graph data structure. Our framework extends to algorithms running in m1+o(1) time for computing flows that minimize general edge-separable convex functions to high accuracy. This gives almost-linear time algorithms for several problems including entropy-regularized optimal transport, matrix scaling, p-norm flows, and p-norm isotonic regression on arbitrary directed acyclic graphs.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"37 5","pages":"85 - 92"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Technical Perspective: Maximum Flow through a Network: A Storied Problem and a Groundbreaking Solution","authors":"Shang-Hua Teng","doi":"10.1145/3623277","DOIUrl":"https://doi.org/10.1145/3623277","url":null,"abstract":"","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"25 2","pages":"84 - 84"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139264918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Despite challenges and failures, the artificial intelligence community grew steadily during the 1970s.
尽管面临挑战和失败，人工智能界在 20 世纪 70 年代仍稳步发展。
{"title":"There Was No 'First AI Winter'","authors":"Thomas Haigh","doi":"10.1145/3625833","DOIUrl":"https://doi.org/10.1145/3625833","url":null,"abstract":"Despite challenges and failures, the artificial intelligence community grew steadily during the 1970s.","PeriodicalId":10594,"journal":{"name":"Communications of the ACM","volume":"47 1","pages":"35 - 39"},"PeriodicalIF":22.7,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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