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Incremental reading is a software-assisted method for learning and retaining information from reading, which involves the creation of flashcards out of electronic articles. "Incremental reading" means "reading in portions". Instead of a linear reading of articles one at a time, the method works by keeping a large list of electronic articles or books (often dozens or hundreds) and reading parts of several articles in each session. The user prioritizes articles in the reading list. During reading, key points of articles are broken up into flashcards, which are then learned and reviewed over an extended period with the help of a spaced repetition algorithm.
This use of flashcards at later stages of the process is based on the spacing effect (the phenomenon whereby learning is greater when studying is spread out over time) and the testing effect (the finding that long-term memory is increased when some of the learning periods are devoted to retrieving the to-be-remembered information through testing). It targets people trying to learn for life a large amount of information, particularly if it comes from various sources.
The method itself is often credited to the Polish software developer Piotr Woźniak. He implemented the first version of incremental reading in 1999 in SuperMemo 99, providing the essential tools of the method: a prioritized reading list and the possibility to extract portions of articles and to create cloze deletions. [1] The term "incremental reading" itself appeared the following year with SuperMemo 10 (2000). [2] Later SuperMemo programmes subsequently enhanced the tools and techniques involved, such as webpage imports, material overload handling, etc. [3]
Limited incremental reading support for the text editor Emacs appeared in 2007. [4]
An Anki add-on for incremental reading was later published in 2011; [5] for Anki 2.0 and 2.1, another add-on is available. [6]
Incremental reading was the first of a series of related concepts invented by Piotr Woźniak: incremental image learning, incremental video, incremental audio, incremental mail processing, incremental problem solving, and incremental writing. "Incremental learning" is the term Wozniak uses to refer to those concepts. [7]
When reading an electronic article, the user extracts the most important parts (similar to underlining or highlighting a paper article) and gradually distills them into flashcards. Flashcards are information presented in a question-answer format (making active recall possible). Cloze deletions are often used in incremental reading, as they are easy to create from the text. Both extracts and flashcards are scheduled independently from the original article.
With time and reviews, articles are supposed to be gradually converted into extracts and extracts into flashcards. Hence, incremental reading is a method of breaking down information from electronic articles into sets of flashcards.
Contrary to extracts, flashcards are reviewed with active recall. This means that extracts such as "George Washington was the first U.S. president" must ultimately be converted into questions like "Who was the first U.S. president?" (answer: George Washington), or cloze deletions like "[...] was the first U.S. president."
This flashcard creation process is semi-automated – the reader chooses which material to learn and edits the precise wording of the questions. In contrast, the software assists in prioritizing articles and making the flashcards and does the scheduling: it calculates the time for the reader to review each chunk according to the rules of a spaced repetition algorithm. This means that all processed pieces of information are presented at increasing intervals.
Individual articles are read in portions proportional to the attention span, which depends on the user, their mood, the article, etc. This allows for a substantial gain in attention, according to Piotr Wozniak. [8]
Without spaced repetition, the reader would quickly get lost in the glut of information when studying dozens of subjects in parallel. However, spaced repetition makes it possible to retain traces of the processed material in memory. [ citation needed ] [9]
The forgetting curve hypothesizes the decline of memory retention in time. This curve shows how information is lost over time when there is no attempt to retain it. A related concept is the strength of memory that refers to the durability that memory traces in the brain. The stronger the memory, the longer period of time that a person is able to recall it. A typical graph of the forgetting curve purports to show that humans tend to halve their memory of newly learned knowledge in a matter of days or weeks unless they consciously review the learned material.
Spaced repetition is an evidence-based learning technique that is usually performed with flashcards. Newly introduced and more difficult flashcards are shown more frequently, while older and less difficult flashcards are shown less frequently in order to exploit the psychological spacing effect. The use of spaced repetition has been proven to increase the rate of learning.
SuperMemo is a learning method and software package developed by SuperMemo World and SuperMemo R&D with Piotr Woźniak in Poland from 1985 to the present. It is based on research into long-term memory, and is a practical application of the spaced repetition learning method that has been proposed for efficient instruction by a number of psychologists as early as in the 1930s.
Iterative and incremental development is any combination of both iterative design and incremental build model for development.
Computer-assisted language learning (CALL), known as computer-aided instruction (CAI) in British English and computer-aided language instruction (CALI) in American English, Levy briefly defines it as "the exploration and study of computer applications in language teaching and learning." CALL embraces a wide range of information and communications technology "applications and approaches to teaching and learning foreign languages, ranging from the traditional drill-and-practice programs that characterized CALL in the 1960s and 1970s to more recent manifestations of CALL, such as those utilized virtual learning environment and Web-based distance learning. It also extends to the use of corpora and concordancers, interactive whiteboards, computer-mediated communication (CMC), language learning in virtual worlds, and mobile-assisted language learning (MALL).
Memorization is the process of committing something to memory. It is a mental process undertaken in order to store in memory for later recall visual, auditory, or tactical information.
A flashcard or flash card is a card bearing information on both sides, which is intended to be used as an aid in memorization. Each flashcard typically bears a question or definition on one side and an answer or target term on the other. Flashcards are often used to memorize vocabulary, historical dates, formulae or any subject matter that can be learned via a question-and-answer format. Flashcards can be virtual, or physical.
In computing, incremental search, also known as hot search, incremental find or real-time suggestions, is a user interface interaction method to progressively search for and filter through text. As the user types text, one or more possible matches for the text are found and immediately presented to the user. This immediate feedback often allows the user to stop short of typing the entire word or phrase they were looking for. The user may also choose a closely related option from the presented list.
The N400 is a component of time-locked EEG signals known as event-related potentials (ERP). It is a negative-going deflection that peaks around 400 milliseconds post-stimulus onset, although it can extend from 250-500 ms, and is typically maximal over centro-parietal electrode sites. The N400 is part of the normal brain response to words and other meaningful stimuli, including visual and auditory words, sign language signs, pictures, faces, environmental sounds, and smells.
Study skills or study strategies are approaches applied to learning. Study skills are an array of skills which tackle the process of organizing and taking in new information, retaining information, or dealing with assessments. They are discrete techniques that can be learned, usually in a short time, and applied to all or most fields of study. More broadly, any skill which boosts a person's ability to study, retain and recall information which assists in and passing exams can be termed a study skill, and this could include time management and motivational techniques.
A cloze test is an exercise, test, or assessment in which a portion of text is masked and the participant is asked to fill in the masked portion of text. Cloze tests require the ability to understand the context and vocabulary in order to identify the correct language or part of speech that belongs in the deleted passages. This exercise is commonly administered for the assessment of native and second language learning and instruction.
Studying in an educational context refers to the process of gaining mastery of a certain area of information. Study software then is any program which allows students to improve the time they spend thinking about, learning and studying that information.
Mnemosyne is a line of spaced repetition software developed since 2003. Spaced repetition is an evidence-based learning technique that has been shown to increase the rate of memorization.
Anki is a free and open-source flashcard program. It uses techniques from cognitive science such as active recall testing and spaced repetition to aid the user in memorization. The name comes from the Japanese word for "memorization".
Emacs, originally named EMACS, is a family of text editors that are characterized by their extensibility. The manual for the most widely used variant, GNU Emacs, describes it as "the extensible, customizable, self-documenting, real-time display editor". Development of the first Emacs began in the mid-1970s, and work on GNU Emacs, directly descended from the original, is ongoing; its latest version is 29.4 , released June 2024.
Piotr A. Woźniak is a Polish researcher best known for his work on SuperMemo, a learning system based on spaced repetition.
Tatoeba is a free collection of example sentences with translations geared towards foreign language learners. It is available in more than 400 languages. Its name comes from the Japanese phrase tatoeba (例えば), meaning 'for example'. It is written and maintained by a community of volunteers through a model of open collaboration. Individual contributors are known as "Tatoebans". It is run by Association Tatoeba, a French non-profit organization funded through donations.
OpenCards is a free spaced repetition flashcard program. The software is similar to SuperMemo, Anki or Mnemosyne.
Fresh Memory is a spaced repetition flashcard application, similar to SuperMemo.
A desirable difficulty is a learning task that requires a considerable but desirable amount of effort, thereby improving long-term performance. It is also described as a learning level achieved through a sequence of learning tasks and feedback that lead to enhanced learning and transfer.
SuperMemo 99 made the first step towards efficient reading of electronic articles by introducing reading lists and the first primitive reading tools: extracts and clozes. Reading lists are prioritized lists of articles to read. Extracts make it possible to split larger articles into smaller portions. Clozes make it possible to convert short sentences into a question-answer format using cloze deletions.
SuperMemo 2000 greatly increased the efficiency of reading by introducing the concept of incremental reading.