期刊文献+
共找到2,062篇文章
< 1 2 104 >
每页显示 20 50 100
面向数智化异构学习环境的学习者交互多层网络分析——基于Traces分析框架的应用与展望 被引量:3
1
作者 王志军 苏晨予 余新宇 《远程教育杂志》 CSSCI 北大核心 2024年第6期73-82,91,共11页
在数智时代,学习逐渐呈现出学习空间开放多元、学习过程复杂非线性的特点,学习的社会化、智能化、情境化、网络化特征愈发显著,学习发生的情境是一个复杂系统。连续的学习行为数据以不同粒度分散在多个异构学习环境中,关联这些环境中的... 在数智时代,学习逐渐呈现出学习空间开放多元、学习过程复杂非线性的特点,学习的社会化、智能化、情境化、网络化特征愈发显著,学习发生的情境是一个复杂系统。连续的学习行为数据以不同粒度分散在多个异构学习环境中,关联这些环境中的数据是对复杂学习行为形成连续认识、系统深入把握数智化学习规律的关键,而如何对粒度不一且分散的交互数据进行关联和分析是学习分析研究中必须解决的问题。为此,研究指出基于多层网络分析法——Traces分析框架是应对这一问题的解决方案,并系统梳理了Traces分析框架的特征、核心概念、各个层级的分析过程及支持方法,进而通过案例展示了该方法既可以整体应用于识别交互会话及关键参与者、识别学习者群组(社区)、分析参与者之间的关系以及参与情况随时间的演变态势,又可以局部应用于微观层面的数据分析。研究表明,Traces分析框架能跨越多个数智化异构学习环境,从多个层次有效融合线程分析法、社会网络分析等多种方法,突破单一维度和还原论分析法的局限,关注行动者之间的复杂关系并扩展了分析对象,有助于研究者形成对复杂学习行为的连续性认识,堪称人类迈向“数据海洋”的数智时代教育研究新范式。该方法为全面地理解数智化异构学习环境中的交互规律,从整体和系统层面深度把握数智时代学习的复杂规律提供了新思路。 展开更多
关键词 多层网络分析 traces分析框架 数智化学习环境 关联数据 学习分析 复杂系统 人工智能 数据海洋
在线阅读 下载PDF
Quantum state tomography from observable time traces in closed quantum systems
2
作者 Shuixin Xiao Yuanlong Wang +3 位作者 Qi Yu Jun Zhang Daoyi Dong Ian R.Petersen 《Control Theory and Technology》 EI CSCD 2024年第2期222-234,共13页
The task to estimate all the parameters of an unknown quantum state, also called quantum state tomography, is essential for characterizing and controlling quantum systems. In this paper, we utilize observable time tra... The task to estimate all the parameters of an unknown quantum state, also called quantum state tomography, is essential for characterizing and controlling quantum systems. In this paper, we utilize observable time traces to identify the initial quantum state of a closed quantum system, based on the state space approach in the control theory. In the informationally complete scenario, we show that with a linear regression estimation (LRE), the mean squared error (MSE) scales as , where N is the resource number. In the informationally incomplete scenario, we introduce regularization LRE to perform the state tomography task. We employ PBH test to demonstrate that closed quantum systems with only one observable are informationally incomplete and propose using observables, where d is the dimension of the quantum state, for informational completeness. Numerical examples demonstrate the effectiveness of our method. 展开更多
关键词 Quantum state tomography Time trace Quantum system identification
原文传递
Some Opinions on the Paper “Several Inequalities of Matrix Traces”
3
作者 永学荣 张昭 张新杰 《Chinese Quarterly Journal of Mathematics》 CSCD 1999年第4期6-7, ,共2页
In this paper,we find some mistakes in the paper “Several Inequalities of Matrix Traces” which was published in Chinese Quarterly Journal of Mathematics,Vol.10,No.2.
关键词 matrix traces symmetric positive definite commutable
在线阅读 下载PDF
Designing optimal number of receiving traces based on simulation model 被引量:1
4
作者 赵虎 武泗海 +4 位作者 杨晶 任达 徐维秀 刘迪鸥 朱鹏宇 《Applied Geophysics》 SCIE CSCD 2017年第1期49-55,189,共8页
Currently, the selection of receiving traces in geometry design is mostly based on the horizontal layered medium hypothesis, which is unable to meet survey requirements in a complex area. This paper estimates the opti... Currently, the selection of receiving traces in geometry design is mostly based on the horizontal layered medium hypothesis, which is unable to meet survey requirements in a complex area. This paper estimates the optimal number of receiving traces in field geometry using a numerical simulation based on a field test conducted in previous research (Zhu et al., 2011). A mathematical model is established for total energy and average efficiency energy using fixed trace spacing and optimal receiving traces are estimated. Seismic data acquired in a complex work area are used to verify the correctness of the proposed method. Results of model data calculations and actual data processing show that results are in agreement. This indicates that the proposed method is reasonable, correct, sufficiently scientific, and can be regarded as a novel method for use in seismic geometry design in complex geological regions. 展开更多
关键词 Survey design GEOMETRY receiving trace number optimization forward modeling
在线阅读 下载PDF
Evaluation of Total Hydrocarbons Levels and Traces Metals in Water and Sediment from Main Outfall Drain in Al-Nassiriya City/Southern Iraq 被引量:1
5
作者 Afrah A. Maktoof Basim Y. ALKhafaji Zahraa Z. Al-janabi 《Natural Resources》 2014年第13期795-803,共9页
This study was conducted during Dec2011-Nov2012 on three stations located in the south sector of Main Outfall Drain (MOD) River. Station 1 was near Al-Holandee Bridge which was the general carriage way in the center o... This study was conducted during Dec2011-Nov2012 on three stations located in the south sector of Main Outfall Drain (MOD) River. Station 1 was near Al-Holandee Bridge which was the general carriage way in the center of Al-Nassiriya city, station 2 was 20 km far from the first station, while station 3 was in the beginning of the new branch. This study reveals the Seasonal Variation of Total petroleum hydrocarbons (TPHs) in both surface waters, sediment and it is related with trace metals nickel and vanadium in water (dissolved, particulate) and sediment (residual and exchangeable) phases. Also, the study shows the relationships between the concentration of Ni and V with Total Organic Carbon (TOC%) in the sediment. 展开更多
关键词 Total Petroleum Hydrocarbons traces METALS Water Sediment MAIN OUTFALL DRAIN
暂未订购
Potential traces of earthquakes in the ancient city of Kytaia, Kerch Peninsula, Crimea
6
作者 E.A.Molev A.M.Korzhenkov +1 位作者 A.N.Ovsyuchenko A.S.Larkov 《Geodesy and Geodynamics》 2019年第4期331-338,共8页
In this paper, the authors studied the traces of destruction in the fortress walls and houses of the Bosporan city of Kytaia. The study of this city has been ongoing since 1970. Over the past time, numerous damages ha... In this paper, the authors studied the traces of destruction in the fortress walls and houses of the Bosporan city of Kytaia. The study of this city has been ongoing since 1970. Over the past time, numerous damages have been identified at different sites of the ancient settlement. In the article, an attempt is made to compare some of them with the results of earthquakes on the Bosporus, about which the data of ancient authors were preserved. 展开更多
关键词 The Bosporan city of Kytaia traces of DESTRUCTION ANCIENT EARTHQUAKES
原文传递
Divisibilities and Congruences Identities on Traces of Singular Moduli
7
作者 Bin CHEN 《Journal of Mathematical Research with Applications》 CSCD 2018年第6期557-566,共10页
Zagier found that traces of singular moduli are the Fourier coefficients of certain modular forms of weight 3/2. As a result, formulas and congruences of these traces are obtained in various situations. Recently, Ahlg... Zagier found that traces of singular moduli are the Fourier coefficients of certain modular forms of weight 3/2. As a result, formulas and congruences of these traces are obtained in various situations. Recently, Ahlgen proved a uniform relationship for traces of singular moduli by using the relationship of modular forms with the action of Hecke operators. On the basis of these results, we get some interesting divisibilities and congruences identities on traces of singular moduli and Hurwitz-Kronecker class number. 展开更多
关键词 traces of singular moduli divisibilities CONGRUENCES Hecke operators
原文传递
New Analytical Methodology for Sb(III) Traces Quantification as Emergent Contaminant in Drinks Packaged PET Samples by Solid Surface Fluorescence
8
作者 Marí a C. Talio +5 位作者 Valentina Feresin Vanesa Muñ oz Mariano Acosta Liliana P. FernÁ ndez 《American Journal of Analytical Chemistry》 2019年第9期377-393,共17页
Emerging contaminants constitute a set of substances that are released into the environment for which regulations are currently not established for their environmental monitoring, being antimony one of them. A new met... Emerging contaminants constitute a set of substances that are released into the environment for which regulations are currently not established for their environmental monitoring, being antimony one of them. A new methodology for Sb(III) traces monitoring by solid surface fluorescence is proposed. The metal was complexed with alizarine (Az) as fluorosphore reagent in alcaline medium in presence of the bile salt sodium cholate. To isolate the analyte of matrix constituents, a preconcentration/separation strategy on filter paper was introduced prior to determination step. The solid surface fluorescence was measured λem = 450 nm and λexc = 363 nm using a solid sampler holder. Under optimal conditions, the limits of detection and quantification of proposed methodology were 0.08 and 0.24 μg·L-1, respectively, showing a linear range from 0.24 to 304.4 μg·L-1 with good sensitivity and adequate selectivity. It was applied to the Sb(III) traces determination present in drinking water and beverages samples packaged in polyethylene terephthalate (PET) bottles widely consumed in Argentina. The combination of a preconcentration step on common filter paper and the inherent sensitivity of photoluminescent methods have permitted to achieve sensitivity similar to atomic spectroscopies using a lower price instrument typical in control laboratories. Precision and accuracy were tested with excellent agreement. Results were truenessed by ETAAS with satisfactory concordance. 展开更多
关键词 Emerging Contaminants ANTIMONY traces Alizarine Solid Surface FLUORESCENCE Waters and Beverages
暂未订购
Assessment of the Degree of Contamination by Metal Traces Element (Cd, Zn, Cu, Pb) in the Environment of an Open Landfill of a Large City Part One : A Human Population
9
作者 Khadija Boulaajoul-Amrani Azzeddine Sedki Jean Musso 《Journal of Environmental Science and Engineering(B)》 2017年第3期144-150,共7页
The disposal of urban or hospital waste in open landfills is the easiest way to throw back of them without environmental concerns. MTEs (Metal Trace Elements) are the most toxic mineral elemems. This study evaluates... The disposal of urban or hospital waste in open landfills is the easiest way to throw back of them without environmental concerns. MTEs (Metal Trace Elements) are the most toxic mineral elemems. This study evaluates the impact of MTE on a neighboring human population or playing near a municipal dump. Two panels were composed of adult men and children (males under sixteen years old). Four trace metal elements were analyzed: copper, lead, cadmium and zinc. The site of the study was the municipal waste dump in Marrakech (Morocco). The results reveal abnormal concentrations of these MTEs in blood and hair of adults and children. 展开更多
关键词 Humans metal traces element contamination open landfill.
在线阅读 下载PDF
Surfactant Enhanced Chemofiltration of Zinc Traces Previous to Their Determination by Solid Surphase Fluorescence
10
作者 Mabel Vega Miriam Augusto +1 位作者 María C. Talío Liliana P. Fernández 《American Journal of Analytical Chemistry》 2011年第8期902-908,共7页
Surfactant enhanced chemofiltration on Nylon membranes pre-treated with hexadecyltrimethylammonium bromide (HTAB) and eosin dye (eo) is proposed for zinc traces quantification by solid surphase spectro- fluorimetry (S... Surfactant enhanced chemofiltration on Nylon membranes pre-treated with hexadecyltrimethylammonium bromide (HTAB) and eosin dye (eo) is proposed for zinc traces quantification by solid surphase spectro- fluorimetry (SSF, λexc = 532 nm;λem = 548 nm). Operational variables which have influence on quantitative retention of metal complex have been studied and optimized. At optimal experimental conditions, quantita- tive recovery was reached with a detection limit of 0.662 pg?L–1 and quantification limit of 2.20 pg?L–1. The calibration sensitivity was of 1.22 L?pg–1 for the new methodology with a linear range of 2.20 pg?L–1 to 779 pg?L–1 Zn (II). The tolerance levels of potential interfering ions were studied with good results. Recuperation studies were carried out by standard addition method applied to natural water samples (San Juan, Argentine) without previous treatment. The reproducibility (between-days precision) was also evaluated over 3 days by performing five determinations each day. CV% was 0.37. The performing obtained in sensitivity and selec- tivity thanks to chemofiltration step, converts the proposed methodology in an adequate alternative to con- ventional techniques for Zn (II) traces determination. 展开更多
关键词 ZINC traces Eosin Dye SURFACTANT ENHANCED Chemofiltration SOLID Surphase FLUORESCENCE Natural Water Samples
在线阅读 下载PDF
Determination of Uranium Traces in Nuclear Reactor IEA-R1 Pool Water
11
作者 Adonis Marcelo Saliba-Silva Olair dos Santos +2 位作者 Elita Fontenele Urano de Carvalho Humberto Gracher Riella Michelangelo Durazzo 《World Journal of Nuclear Science and Technology》 2017年第3期155-166,共12页
IEA-R1 nuclear reactor operation has the routine to control uranium content in pool water to be in trace range below 50 &mu;g/L. There are several routes to determine the uranium trace content in water in the lite... IEA-R1 nuclear reactor operation has the routine to control uranium content in pool water to be in trace range below 50 &mu;g/L. There are several routes to determine the uranium trace content in water in the literature;voltammetry has been systematically employed. In the present study, the chosen chemical determination of uranium traces used the voltammetric method known as AdCSV (adsorptive cathodic stripping voltammetry). This technique, based on mercury voltammetry, is an adequate methodology to determine uranium traces. The chloranilic acid [CAA] (2,5-dichloro-3,6-dihydroxy-1,4-benzo-quinone) is indicated as chelating agent. The redox reaction of UO2+2?with CAA is sensitive in the range of 2 2(CAA)2] reduction potential. In this work, we present the uranium trace results for IEA-R1 reactor water, sampled after an operation routine shutdown. The uranium trace determination for IEA-R1 pool water showed content around 1 &mu;g/L [U] with statistical significance. Therefore the IEA-R1-reactor-water purification showed to be adequate and safe. 展开更多
关键词 Chloranilic Acid COOLANT Water Research REACTOR URANIUM VOLTAMMETRY URANIUM traces
在线阅读 下载PDF
Green Photoluminescent Methodology for Aluminium Traces Quantification in 24-Hour Urine of Subjects with Different Exposition to Tobacco Smoke
12
作者 Débora G. Santarossa María C. Talio Liliana P. Fernández 《American Journal of Analytical Chemistry》 2018年第10期514-528,共15页
The aim of this work has been to evaluate the aluminium (Al(III)) traces contents in 24-hour urine samples from subjects with different tobacco smoke expositions using a new methodology with 1,4-dihydroxy-9, 10-anthra... The aim of this work has been to evaluate the aluminium (Al(III)) traces contents in 24-hour urine samples from subjects with different tobacco smoke expositions using a new methodology with 1,4-dihydroxy-9, 10-anthraquinone (Quinizarine, QZ) as a fluorosphore. Biological samples were tested using commercial reagent strips and clinical parameters. Al(III) was determined complexing with QZ followed by a solid phase extraction step using Nylon membranes as a solid support. The analyte was subsequently quantified by solid surface fluorescence (SSF, λem= 573, λexc= 490) with a detection limit of 0.88 μg L-1 and quantification limit of 2.69 μg L-1. The calibration curve was linear from 2.69 to 499.13 μg L-1 Al(III) (R2 = 0.9973). Urine samples were successfully analysed with an average recovery close to 100%. Solid phase extraction step showed efficacy to eliminate foreign ions and the highly fluorescent matrix own of urine. Results were validated by electrothermal atomic absorption spectrometry (ETAAS) with an adequate concordance. The new methodology has low operation cost with simple instrumentation and without organic solvent. 展开更多
关键词 Tobacco Aluminium traces 1 4-dihydroxy-9 10-anthraquinone (Quinizarine) SOLID Phase Extraction SOLID Surface Fluorescence URINE samples
在线阅读 下载PDF
New Silver Nanosensor for Nickel Traces: Synthesis, Characterization and Analytical Parameters
13
作者 Maria Carolina Talio Marta O. Luconi Liliana P. Femandez 《Journal of Life Sciences》 2011年第12期1072-1077,共6页
A new fluorescence silver nanosensor assisted by surfactant has been synthesized and applied to ultra trace nickel determination. Operational variables which influence nanomaterial synthesis have been studied and opti... A new fluorescence silver nanosensor assisted by surfactant has been synthesized and applied to ultra trace nickel determination. Operational variables which influence nanomaterial synthesis have been studied and optimized. Synthesis was very fast and simple using non polluting solvents; silver chemical reduction was carried out at room temperature. Spectroscopic studies were carried out in order to assure the uniformed of nanomaterial obtained. Fluorescent signal of silver nanoparticles resulted enhanced in presence of Ni(II). At optimal experimental conditions, a detection limit of 0.036 pg'L1 and quantification limit 0.12 pg'L~ were obtained. The calibration sensitivity was 2 x 1014 L.pg-l.cm1 for the new methodology, with a range of linearity of six orders of magnitude between 0.12 and 2.93 × 10^5 pg L^-1. The tolerance levels for potential interferent ions were studied with good results. The proposed methodology represents a promising approach for Ni(II) traces quantification due to its low operation cost, simplicity of instrumentation, high sampling speed and non-polluting solvents. 展开更多
关键词 Fluorescence nanosensor micellar silver nanoparticles nickel traces
在线阅读 下载PDF
Grain-scale Stress and GND Density Distributions around Slip Traces and Phase Boundaries in a Titanium Alloy
14
作者 何东 LI Qiang +1 位作者 WANG Haibo YANG Xiawei 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2018年第3期674-679,共6页
For TA15 titanium alloy, slip is the dominant plastic deformation mechanism because of relatively high Al content. In order to reveal the grain-scale stress field and geometrically necessary dislocation(GND) density... For TA15 titanium alloy, slip is the dominant plastic deformation mechanism because of relatively high Al content. In order to reveal the grain-scale stress field and geometrically necessary dislocation(GND) density distribution around the slip traces and phase boundaries where the slip lines are blocked due to Burgers orientation relationship(OR) missing. We experimentally investigated tensile deformation on TA15 titanium alloy up to 2.0% strain at room temperature. The slip traces were observed and identified using high resolution scanning electron microscopy(SEM) and electron backscatter diffraction(EBSD) measurements. The grain-scale stress fields around the slip traces and phase boundaries were calculated by the cross-correlationbased method. Based on strain gradient theories, the density of GND was calculated and analyzed. The results indicate that the grain-scale stress is significantly concentrated at phase/grain boundaries and slip traces. Although there is an obvious GND accumulation in the vicinity of phase and subgrain boundaries, no GND density accumulation appears near the slip traces. 展开更多
关键词 grain-scale stress slip traces phase boundaries titanium alloy
原文传递
Behavioral Diversity and Complexity Indicated by Metazoan Traces at a Topological Level since Proterozoic 被引量:1
15
作者 Gong Yiming Faculty of Earth Sciences, China University of Geosciences, Wuhan 430074, China 《Journal of Earth Science》 SCIE CAS CSCD 2000年第3期118-124,共7页
On the basis of topological criteria, metazoan traces can be classified as four ichnoorders (clusters) and twenty two ichnofamilies (kinds), which consist of nine basic and three combined topological configurations. ... On the basis of topological criteria, metazoan traces can be classified as four ichnoorders (clusters) and twenty two ichnofamilies (kinds), which consist of nine basic and three combined topological configurations. At a topological level, the behavioral diversity and complexity indicated by metazoan traces have remained quite stable since the Early Cambrian. Dramatic changes of these traits took place in the Neoproterozoic, in which 75% (12/16) of the topoichnotaxa and all nine basic topological configurations of metazoan traces occurred, but the most complex and highest level topological configuration occurred in the Early Cambrian of the coelomate animal explosive evolution, showing that in the Neoproterozoic and Early Cambrian gestated not only the Ediacarian fauna and all the basic types of multi cellular animals known today, but also all the basic and the most complex metazoan traces through geological time. 展开更多
关键词 metazoan trace topological configuration Proterozoic.
在线阅读 下载PDF
Investigation of Pollution Level of Traces Metals Elements in Agricultural Soil of Oubritenga Province of Burkina Faso 被引量:1
16
作者 Salifou Laura Stéphanie Batchakoue Maïga-Yaleu Tambi Ramdé 《Open Journal of Soil Science》 2023年第3期187-198,共10页
The purpose of this study was to investigate the pollution level of trace metals As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb, Sb, Se and Zn in agricultural soil around the water reservoir. A total of 36 soil samples were colle... The purpose of this study was to investigate the pollution level of trace metals As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb, Sb, Se and Zn in agricultural soil around the water reservoir. A total of 36 soil samples were collected both during off-season agriculture and pluvial agriculture from April to October 2022. The samples were analyzed for trace metals according to the standard methods of the US EPA 2007 with a microwave plasma atomic emission spectrometer (MP-AES), Agilent Model 4210. The pollution level was assessed using contamination factor (Cf) and modified contamination degree (mCd). During the off-season, the concentration of trace metals followed in descending order as Mn > Cr > Cu > Pb > Zn. As, Cd, Co, Hg, Ni, Sb and Se were below the detectable limits. In pluvial season, the concentration of traces of metal follows the order Mn > Cr > Zn > Cu > Ni > Pb > Hg > As. Cd, Co, Sb and Se remain below the detectable limits. The concentrations of Cr, Mn and Zn were lower in the off-season agriculture than in pluvial agriculture. For Cu and Pb, the concentrations were higher in the off-season than in pluvial agriculture. The Cf ranges from 0.24 to 11.70 depending on the considered trace metal. The Cf values of As, Ni, Pb, Zn and Mn indicated that the agricultural study soil was lowery contaminated by these trace metals. The agricultural study soil was moderately contaminated by Cr and Cu, and highly contaminated by Hg. Globally the agricultural study soil presents a moderate degree of contamination (mCd 2.25) by the eight trace metals studied. This result provides information on understanding the risks of trace metal contamination of agricultural soil. It is important to anticipate the control of soil contamination through regular monitoring of toxic metals in agricultural soils, control the quality of chemicals used in agriculture and regulate their use. 展开更多
关键词 Chemicals Products Trace Metals Pollution Index Soil Contamination OFF-SEASON Burkina Faso
在线阅读 下载PDF
Multi-agent reinforcement learning with cooperation based on eligibility traces
17
作者 杨玉君 程君实 陈佳品 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第5期564-568,共5页
The application of reinforcement learning is widely used by multi-agent systems in recent years. An agent uses a multi-agent system to cooperate with other agents to accomplish the given task, and one agent′s behavio... The application of reinforcement learning is widely used by multi-agent systems in recent years. An agent uses a multi-agent system to cooperate with other agents to accomplish the given task, and one agent′s behavior usually affects the others′ behaviors. In traditional reinforcement learning, one agent takes the others location, so it is difficult to consider the others′ behavior, which decreases the learning efficiency. This paper proposes multi-agent reinforcement learning with cooperation based on eligibility traces, i.e. one agent estimates the other agent′s behavior with the other agent′s eligibility traces. The results of this simulation prove the validity of the proposed learning method. 展开更多
关键词 reinforcement learning MULTI-AGENT BEHAVIOR eligibility trace
在线阅读 下载PDF
On the Inequalities for Traces and Singular Values of the Quaternion Matrices
18
作者 吕蕴霞 张树青 王卿文 《Chinese Quarterly Journal of Mathematics》 CSCD 1999年第2期38-41, ,共4页
In this paper we derive some inequalities for traces and singular values of the quaternion matrices,extend and improve some of the corresponding results appeared in other papers we know.
关键词 quaternion matrix INEQUALITY TRACE singular value
在线阅读 下载PDF
From Traces to Teaching:A Socio-Technical Framework for Process-Based Assessment in an Age of Distributed Cognition
19
作者 Alexander LEE 《Artificial Intelligence Education Studies》 2025年第3期43-55,共13页
Generative AI severs the link between polished products and genuine learning,exposing the limits of outcome-only assessment.This paper advances a socio-technical framework for Al-enabled process-based assessment(PBA)t... Generative AI severs the link between polished products and genuine learning,exposing the limits of outcome-only assessment.This paper advances a socio-technical framework for Al-enabled process-based assessment(PBA)that reframes evaluation as continuous diagnosis embedded in learning.A five-stage pipeline-task→trace→model→feedback→validation-aligns pedagogical intent with instrumentation of interaction,dis-course,and multimodal evidence,and treats the human Al pair as the unit of analysis within a distributed cognition perspective.Methodologically,the framework maps trace types to appropriate model families(e.g.,sequential pattern mining,HMMs,NLP)while requiring explainability so insights are actionable.For practice,it specifies teacher AI orchestration roles that preserve human judgment and defines governance protocols for privacy,fairness,transparency,and cultural responsiveness.The result is a principled route to assess complex problem solving with integrity in the age of generative AI. 展开更多
关键词 Process-Based Assessment Distributed Cognition Digital traces Explainable AI Teacher AI Orches-tration
在线阅读 下载PDF
Prediction of urban human mobility using large-scale taxi traces and its applications 被引量:52
20
作者 Xiaolong LI Gang PAN +5 位作者 Zhaohui WU Guande QI Shijian LI Daqing ZHANG Wangsheng ZHANG Zonghui WANG 《Frontiers of Computer Science》 SCIE EI CSCD 2012年第1期111-121,共11页
This paper investigates human mobility patterns in an urban taxi transportation system. This work focuses on predicting human mobility from discovering patterns of in the number of passenger pick-ups quantity (PUQ) ... This paper investigates human mobility patterns in an urban taxi transportation system. This work focuses on predicting human mobility from discovering patterns of in the number of passenger pick-ups quantity (PUQ) from urban hotspots. This paper proposes an improved ARIMA based prediction method to forecast the spatial-temporal variation of passengers in a hotspot. Evaluation with a large-scale real- world data set of 4 000 taxis' GPS traces over one year shows a prediction error of only 5.8%. We also explore the applica- tion of the pl^di^fioti approach to help drivers find their next passetlgerS, The sinatllation results using historical real-world data demonstrate that, with our guidance, drivers can reduce the time taken and distance travelled, to find their next pas- senger+ by 37.1% and 6.4% respectively, 展开更多
关键词 urban traffic GPS traces HOTSPOTS human mo-bility prediction auto-regressive integrated moving average(ARiMA)
原文传递
上一页 1 2 104 下一页 到第
使用帮助 返回顶部