magistraleinformaticaeconomia:va:course2018
Differenze
Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.
Prossima revisione | Revisione precedente | ||
magistraleinformaticaeconomia:va:course2018 [18/02/2019 alle 13:39 (6 anni fa)] – creata Salvatore Rinzivillo | magistraleinformaticaeconomia:va:course2018 [04/03/2019 alle 12:58 (6 anni fa)] (versione attuale) – Salvatore Rinzivillo | ||
---|---|---|---|
Linea 1: | Linea 1: | ||
- | ====== Visual Analytics (602AA)====== | + | ====== Visual Analytics (602AA) |
* **Salvatore Rinzivillo** ([[rinzivillo@isti.cnr.it]]) | * **Salvatore Rinzivillo** ([[rinzivillo@isti.cnr.it]]) | ||
Linea 7: | Linea 7: | ||
* Friday, 14:00 - 16:00, Aula C1 Polo Fibonacci | * Friday, 14:00 - 16:00, Aula C1 Polo Fibonacci | ||
- | ===== News ===== | ||
- | To keep updated with the last news of the course, subscribe at the Telegram channel: https:// | ||
- | * **[new]** Updated the list of project proposals for the final exam | ||
- | * The lesson planned on April 16, will be moved on April 17th 16-18, room L1 | ||
- | * The lesson planned on April 13, will be anticipated on April 12th 11-13, room O | ||
- | * There will be class on March 16th | ||
- | * There will be class on March 9th. We will have an extra lesson on March 13th, from 11 to 13 in Aula L1 | ||
- | * There will be class on March 5th and March 9. We will have an extra lesson on March 6th, from 11 to 13 in Aula N1 | ||
- | * A new edition is starting on Monday 19th February | ||
- | |||
- | ===== Exams ===== | ||
- | Students will be admitted to the exam after the registration on the website [[http:// | ||
- | The exam consist of a discussion of the project. It is mandatory to submit a short report (6-10 pages) within the deadline by mail to instructor, specifying the tag " | ||
- | |||
- | |||
- | ==== Project assignment ==== | ||
- | * A project should have the following requirements: | ||
- | * The application should contain several visual widgets, each providing insights on a selection of dimensions of the original data | ||
- | * It is possible to use state-of-the-art charts (bar charts, line charts, etc.) and libraries (plotly, nvd3, etc). It is a plus to implement a novel, original visualization to present the data in a creative, non-trivial way. (see examples on Vast Challenge 2008 developed in class) | ||
- | * Interactivity should be implemented, | ||
- | * The visual widget should interact among them, realising a set of linked display to browse the data across multiple dimensions | ||
- | * The project should be submitted as a Git repository | ||
- | * The project report should be submitted 4 days before the discussion and should discuss at least the following points: | ||
- | * Description of data and presentation of the pattern or model to communicate | ||
- | * design choices: colors, interactions, | ||
- | * state-of-art: | ||
- | * detailed description of the visualization with description of interaction | ||
- | * use case example for an analytical task | ||
- | |||
- | The student may choose one of the following project proposals. She/he can also propose an additional topic. In this case a project proposal should be submitted for approval, containing a description of the data, a sketch of the possible visualization and the motivation for the project. | ||
- | |||
- | === VAST Challenge 2017 === | ||
- | The project assignment for the exam consist in the realisation of a web application addressing data and mini challenges presented for the VAST challenge 2017 (http:// | ||
- | == Rules == | ||
- | * It is possible to choose among Mini Challenge 1 and Mini Challenge 2: The first mini challenge regards the analysis of logs of traffic flows of vehicles within the park; the second mini challenge ask to analyse the data of emissions of industries and company in the neighbourhood of the park | ||
- | * The project can be developed also in group (at most two students). For the groups, at least the two challenges should be addressed. | ||
- | * The data can be downloaded from the website above | ||
- | |||
- | |||
- | === Didactic Data Mining === | ||
- | This is a project that requires to implement a module with visual interface to explore and manage the project __Didactic Data Mining__ developed within the course of Data Mining. | ||
- | The module is implemented in Python and provides a RESTful interface to create an experiment, to insert a dataset and to follow the evolution of a data mining algorithm on the dataset. | ||
- | == Rules == | ||
- | * The students should select a data mining algorithm after a preliminary discussion with the project manager (Prof Monreale) | ||
- | * The requirements of the project are discussed in this extended committe. The student is autonoums in developing and proposing the visual interface | ||
- | * From a technical point of view, a few constrains are already set: | ||
- | * The project should be developed within the GitHub platform, accessing the repository of the main Project (it will be created a branch dedicated to the student) | ||
- | * The interfaces and data schema of the whole project are fixed and cannot be changed (any modification should be discussed) | ||
- | * The module developed by the student should conform the code quality rules already set (linting, testing, etc.) | ||
- | * The project uses the Vue.js framework for developing the application | ||
- | |||
- | === Network Diffusion Library === | ||
- | This is a project that requires to extend the visual interface of the __NDLib - Network Diffusion Library__ developed within the KDDLab. | ||
- | The core library is implemented in Python and provides a RESTful interface to create an experiment, to insert a network and to execute a diffusion simulation over the network. | ||
- | == Rules == | ||
- | * The students should select one task to extent the interface, after a preliminary discussion with the project managers (Rossetti, Milli, Rinzivillo) | ||
- | * The requirements of the project are discussed in this extended committe. The student is autonoums in developing and proposing the visual interface | ||
- | * From a technical point of view, a few constrains are already set: | ||
- | * The project should be developed within the GitHub platform, accessing the repository of the main Project (it will be created a branch dedicated to the student) | ||
- | * The interfaces and data schema of the whole project are fixed and cannot be changed (any modification should be discussed) | ||
- | * The module developed by the student should conform the code quality rules already set (linting, testing, etc.) | ||
- | * The project uses the Vue.js framework for developing the application | ||
- | ==== Next Exams ==== | ||
- | * **2018-09-10**: | ||
- | * < | ||
- | * < | ||
- | |||
- | ===== Textbooks ===== | ||
- | * [[http:// | ||
- | * Processing: a programming handbook for visual designers and artists. Casey Reas, Ben Fry. MIT Press, 2007 | ||
- | * Design for Information. Isabel Meirelles, Rockport Publisher, | ||
- | * Interactive Data Visualization for the Web, Scott Murray, O' | ||
- | ===== Useful Resources ===== | ||
- | * Tools | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * Reading Material | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[https:// | ||
- | * [[http:// | ||
- | * Inspiration | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[https:// | ||
- | * Processing libraries | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | |||
- | ==== Other resources ==== | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
- | * [[http:// | ||
===== Class Calendar ===== | ===== Class Calendar ===== | ||
Linea 152: | Linea 45: | ||
===== Previous Editions ===== | ===== Previous Editions ===== | ||
- | * [[magistraleinformaticaeconomia: | ||
* [[magistraleinformaticaeconomia: | * [[magistraleinformaticaeconomia: | ||
* [[magistraleinformaticaeconomia: | * [[magistraleinformaticaeconomia: |
magistraleinformaticaeconomia/va/course2018.1550497169.txt.gz · Ultima modifica: 18/02/2019 alle 13:39 (6 anni fa) da Salvatore Rinzivillo