science

VIOLIN vaccine database

VIOLIN vaccine database is a 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 VIOLIN vaccine database rather than just read about it. In short: The Vaccine Investigation and OnLine Information Network (VIOLIN) is the largest web-based vaccine database and analysis system. VIOLIN currently contains over 3,000 vaccines or vaccine candidates for over 190 pathogens.

Key takeaways

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

Reference excerpt

The Vaccine Investigation and OnLine Information Network (VIOLIN) is the largest web-based vaccine database and analysis system. VIOLIN currently contains over 3,000 vaccines or vaccine candidates for over 190 pathogens. The vaccine information in the database is collected by manual curation from over 1,600 peer-reviewed papers. Different from most existing vaccine databases, VIOLIN focuses on vaccine research data. Different types of information is curated, including vaccine name, license status, antigens used, vaccine adjuvants, vaccine vectors, vaccination procedure, host immune response, challenge procedure, vaccine efficacy, adverse events, etc. All vaccine information in the VIOLIN vaccine database is supported by quoted references. The data generated by a curator is published only after a careful review and approval by a vaccine domain expert. In addition, VIOLIN includes many vaccine analysis programs. For example, VIOLIN includes Vaxign (http://www.violinet.org/vaxign), the first web-based vaccine design program based on the strategy of reverse vaccinology. Vaxign has been tested in different pathogen models, including uropathogenic E. coli and Brucella spp. VIOLIN also maintains the official web page for the development of community-based Vaccine Ontology (VO) (http://www.violinet.org/vaccineontology). VO is a formal biomedical ontology in the domain of vaccine and vaccination. VO is targeted for vaccine data standardization and integration, and supporting automated reasoning. VO has been shown to enhance vaccine literature mining.

References

External links Official site

Worked examples

Example 1 — a first encounter with VIOLIN vaccine database

Start with the simplest possible case. Write down what VIOLIN vaccine database claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In 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 VIOLIN vaccine database 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 VIOLIN vaccine database 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 VIOLIN vaccine database

In research: VIOLIN vaccine database appears in 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 VIOLIN vaccine database 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: VIOLIN vaccine database is common in secondary-school and first-year university syllabi. It links to neighbouring topics Medical databases, Vaccination, so understanding it makes those chapters shorter.
In everyday life: Look for VIOLIN vaccine database 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 VIOLIN vaccine database in 20 minutes

Read the reference excerpt below once, without taking notes.
Close the page and write down what VIOLIN vaccine database 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 VIOLIN vaccine database out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is VIOLIN vaccine database in simple terms?

Why does VIOLIN vaccine database matter?

Because it connects several 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 VIOLIN vaccine database?

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 VIOLIN vaccine database.