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Research papers on Spaced repetition and memory

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  1. The magical number 4 in short-term memory: A reconsideration of mental storage capacity

    Nelson Cowan · 2001 · Behavioral and Brain Sciences · 6,828 citations

    Miller (1956) summarized evidence that people can remember about seven chunks in short-term memory (STM) tasks. However, that number was meant more as a rough estimate and a rhetorical device than as a real capacity limit. Others have since suggested that there is a more precise capacity limit, but that it is only three to five chunks. The present target article brings together a wide variety of data on capacity limits suggesting that the smaller capacity limit is real. Capacity limits will be useful in analyses of information processing only if the boundary conditions for observing them can be carefully described. Four basic conditions in which chunks can be identified and capacity limits c

  2. Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy

    Yogesh K. Dwivedi, Laurie Hughes, Elvira Ismagilova, et al. · 2019 · International Journal of Information Management · 4,134 citations

    As far back as the industrial revolution, significant development in technical innovation has succeeded in transforming numerous manual tasks and processes that had been in existence for decades where humans had reached the limits of physical capacity. Artificial Intelligence (AI) offers this same transformative potential for the augmentation and potential replacement of human tasks and activities within a wide range of industrial, intellectual and social applications. The pace of change for this new AI technological age is staggering, with new breakthroughs in algorithmic machine learning and autonomous decision-making, engendering new opportunities for continued innovation. The impact of A

  4. European consensus conference on faecal microbiota transplantation in clinical practice

    Giovanni Cammarota, Gianluca Ianiro, Herbert Tilg, et al. · 2017 · Gut · 1,168 citations

    Faecal microbiota transplantation (FMT) is an important therapeutic option for Clostridium difficile infection. Promising findings suggest that FMT may play a role also in the management of other disorders associated with the alteration of gut microbiota. Although the health community is assessing FMT with renewed interest and patients are becoming more aware, there are technical and logistical issues in establishing such a non-standardised treatment into the clinical practice with safety and proper governance. In view of this, an evidence-based recommendation is needed to drive the practical implementation of FMT. In this European Consensus Conference, 28 experts from 10 countries collabora

  5. A scoping review on incentives for adoption of sustainable agricultural practices and their outcomes

    Valeria Piñeiro, Joaquín Arias, J. Dürr, et al. · 2020 · Nature Sustainability · 709 citations

    Abstract The increasing pressure on agricultural production systems to achieve global food security and prevent environmental degradation necessitates a transition towards more sustainable practices. The purpose of this scoping review is to understand how the incentives offered to farmers motivate the adoption of sustainable agricultural practices and, ultimately, how and whether they result in measurable outcomes. To this end, this scoping review examines the evidence of nearly 18,000 papers on whether incentive-based programmes lead to the adoption of sustainable practices and their effect on environmental, economic and productivity outcomes. We find that independent of the incentive type,

  8. Enhancing Streamflow Forecast and Extracting Insights Using Long‐Short Term Memory Networks With Data Integration at Continental Scales

    Dapeng Feng, Kuai Fang, Chaopeng Shen · 2020 · Water Resources Research · 520 citations

    Abstract Recent observations with varied schedules and types (moving average, snapshot, or regularly spaced) can help to improve streamflow forecasts, but it is challenging to integrate them effectively. Based on a long short‐term memory (LSTM) streamflow model, we tested multiple versions of a flexible procedure we call data integration (DI) to leverage recent discharge measurements to improve forecasts. DI accepts lagged inputs either directly or through a convolutional neural network unit. DI ubiquitously elevated streamflow forecast performance to unseen levels, reaching a record continental‐scale median Nash‐Sutcliffe Efficiency coefficient value of 0.86. Integrating moving‐average disc

  10. A Trainable Spaced Repetition Model for Language Learning

    Burr Settles, Brendan Meeder · 2016 · 201 citations

    We present half-life regression (HLR), a novel model for spaced repetition practice with applications to second language acquisition. HLR combines psycholinguistic theory with modern machine learning techniques, indirectly estimating the "halflife" of a word or concept in a student's long-term memory. We use data from Duolingo -a popular online language learning application -to fit HLR models, reducing error by 45%+ compared to several baselines at predicting student recall rates. HLR model weights also shed light on which linguistic concepts are systematically challenging for second language learners. Finally, HLR was able to improve Duolingo daily student engagement by 12% in an operationa

  13. The effect of overlearning on long‐term retention

    Doug Rohrer, Kelli Taylor, Harold Pashler, et al. · 2004 · Applied Cognitive Psychology · 99 citations

    Abstract Once material has been learned to a criterion of one perfect trial, further study within the same session constitutes overlearning. Although overlearning is a popular learning strategy, its effect on long‐term retention is unclear. In two experiments presented here, 218 college students learned geography facts (Experiment 1) or word definitions (Experiment 2). The degree of learning was manipulated and measured via multiple test‐with‐feedback trials, and participants returned for a final cued recall test between 1 and 9 weeks later. The overlearners recalled far more than the low learners at the 1‐week test, but this difference decreased dramatically thereafter. These data suggest t

  18. Short- and Long-term Effects of Repetition Strategies on Vocabulary Retention

    Sultan Altalhab · 2018 · Advances in Language and Literary Studies · 8 citations

    This experimental study examines the role of oral and written repetition strategies in consolidating new vocabulary in the classroom context. The participants in this study were divided into three treatment groups: oral, written and oral+written. A pretest and three delayed post-tests given at one day, one week and six weeks intervals were utilised in the study. The short and long-term retention of 12 unknown words was investigated over one semester. The results revealed that all three types of repetition strategies were effective in retaining new vocabulary in the short-term. However, in the long-term, the oral+written group achieved superior results while the oral group was the least effec

  21. Improving long-term retention: promoting distributed practice in an introductory economics course

    Daniel Diaz Vidal · 2023 · Advances in Economics Education

    This paper reports on a classroom experiment that tested whether increased use of a pedagogical approach known as distributed practice can lead to enhanced long-term retention of material covered in an Introduction to Economics course. In a distributed practice approach, students are encouraged to learn course material over a longer period of time and to keep coming back to the same material more than once. This contrasts with more traditional pedagogical approaches that effectively encourage students to cram for exams in a short space of time. Students in a class that made more frequent use of comprehensive exams across a semester

  23. Implementation of Spaced Repetition Technique Using Flashcards to Improve Arabic Vocabulary Retention

    Laily Maghfiratun Nafi'ah, Mualim Wijaya · 2025 · Studi Arab

    This study aims to evaluate the effectiveness of the spaced repetition technique integrated with flashcard media in improving Arabic vocabulary retention in students. Quantitative methods with a pre-experimental design of the One Group Pretest-Posttest type were used in this study. The subjects of the study were 22 female students of Madrasah Tsanawiyah Nurul Jadid class VII, who were selected through total sampling techniques. Data were collected through pretest and posttest tests, then analyzed using normality tests and paired sample t-tests with the help of SPSS. The results showed an increase in the average value from 60.7 (pretest) to 87.2 (posttest) with a significance value of p = 0.0

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