computer science

International Conference on User Modeling, Adaptation, and Personalization

International Conference on User Modeling, Adaptation, and Personalization is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand International Conference on User Modeling, Adaptation, and Personalization rather than just read about it. In short: The ACM International Conference on User Modeling, Adaptation, and Personalization (UMAP) is the oldest international conference for researchers and practitioners working on various kinds of user-adaptive computer systems such as Adaptive hypermedia systems, Recommender systems, Adaptive websites, Adaptive learning, Personalized learning and Intelligent tutoring systems and Personalized search systems. All of these…

Key takeaways

International Conference on User Modeling, Adaptation, and Personalization belongs to computer science; place it in that map before memorising details.
Learn the definition first, then one example that makes the definition concrete.
Connect International Conference on User Modeling, Adaptation, and Personalization to a quantity you can measure, compute or draw — that is where exam questions come from.
Reproduce the core statement of International Conference on User Modeling, Adaptation, and Personalization from memory before moving on to harder problems.

Reference excerpt

The ACM International Conference on User Modeling, Adaptation, and Personalization (UMAP) is the oldest international conference for researchers and practitioners working on various kinds of user-adaptive computer systems such as Adaptive hypermedia systems, Recommender systems, Adaptive websites, Adaptive learning, Personalized learning and Intelligent tutoring systems and Personalized search systems. All of these systems adapt to their individual users, or to groups of users (i.e., Personalization). To achieve this goal, they collect and represent information about users or groups (i.e., User modeling). The UMAP conferences have historically been organized under the auspices of User Modeling Inc., a professional organization of User Modeling researchers. Until 2015, the conference proceedings were published by Springer. In 2016, the UMAP conference series became affiliated with the Association for Computing Machinery (ACM), where it is supported by ACM SIGWEB and ACM SIGCHI.

History UMAP is the successor of the biennial conference series on User Modeling and Adaptive Hypermedia. The User Modeling series started in 1986 as the First International Workshop on User Modeling (UM) at Maria Laach, Germany and was first officially called a conference at the Fourth International Conference on User Modeling in Hyannis, Massachusetts. The last conference in the original series was UM 2007. The International Conference on Adaptive Hypermedia and Adaptive Web-based Systems (abbreviated as AH) started in 2000. The last conference in this original series was AH 2008, held in 2008. For several years between 2000 and 2008, UM and AH ran biennially in alternate years. In 2009, the conference series merged into a single annual series under the UMAP designation. The first UMAP conference was in 2009. The full list of conferences in the series can be found on the UM Inc. website and in a timeline on the Springer publisher website.

Examples of published research Some research presented at UMAP has received attention in public media. Examples include work on social robot learning relationships between users' daily routines and emotional states, which has been reported in science and technology news coverage, as well as longitudinal studies of music listening behavior and personalization across the life span that have been described in popular science outlets. Other UMAP papers have been discussed in government communications.

References

Worked examples

Example 1 — a first encounter with International Conference on User Modeling, Adaptation, and Personalization

Start with the simplest possible case. Write down what International Conference on User Modeling, Adaptation, and Personalization claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to International Conference on User Modeling, Adaptation, and Personalization before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about International Conference on User Modeling, Adaptation, and Personalization ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of International Conference on User Modeling, Adaptation, and Personalization

In research: International Conference on User Modeling, Adaptation, and Personalization appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry: Engineering practice reuses International Conference on User Modeling, Adaptation, and Personalization in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom: International Conference on User Modeling, Adaptation, and Personalization is common in secondary-school and first-year university syllabi. It links to neighbouring topics Artificial intelligence conferences, Association for Computing Machinery conferences, Computer conferences, so understanding it makes those chapters shorter.
In everyday life: Look for International Conference on User Modeling, Adaptation, and Personalization outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study International Conference on User Modeling, Adaptation, and Personalization in 20 minutes

Read the reference excerpt below once, without taking notes.
Close the page and write down what International Conference on User Modeling, Adaptation, and Personalization means in your own words.
Compare your version with the excerpt and mark what you missed.
Work through the three examples above with pen and paper.
Explain International Conference on User Modeling, Adaptation, and Personalization out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is International Conference on User Modeling, Adaptation, and Personalization in simple terms?

Why does International Conference on User Modeling, Adaptation, and Personalization matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study International Conference on User Modeling, Adaptation, and Personalization?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on International Conference on User Modeling, Adaptation, and Personalization.