{"id":131,"date":"2026-01-29T16:37:49","date_gmt":"2026-01-29T15:37:49","guid":{"rendered":"https:\/\/project.inria.fr\/mobscidatfactory\/?page_id=131"},"modified":"2026-03-09T16:46:21","modified_gmt":"2026-03-09T15:46:21","slug":"software","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/mobscidatfactory\/software\/","title":{"rendered":"Software"},"content":{"rendered":"<p>MobSciData Factory develops and contributes to a set of <strong>open-source software tools, algorithmic building blocks, and online resources<\/strong> supporting the collection, processing, analysis, and governance of mobility data.<br>The software listed below is produced within the project or reused and extended as part of its scientific activities. Whenever possible, tools are released under open licenses and archived for long-term reproducibility.<\/p>\n\n\n\n<style>\n  .mobsci-software-table {\n    width: 100%;\n    border-collapse: collapse;\n    table-layout: fixed;\n  }\n\n  .mobsci-software-table col:nth-child(1) { width: 20%; }\n  .mobsci-software-table col:nth-child(2) { width: 45%; }\n  .mobsci-software-table col:nth-child(3) { width: 20%; }\n  .mobsci-software-table col:nth-child(4) { width: 15%; }\n\n  .mobsci-software-table th,\n  .mobsci-software-table td {\n    padding: 12px 10px;\n    border-bottom: 1px solid #ddd;\n    vertical-align: top;\n  }\n\n  .mobsci-software-table th {\n    text-align: left;\n    font-weight: 600;\n  }\n\n  .mobsci-software-table tr:nth-child(even) {\n    background-color: #f9f9f9;\n  }\n<\/style>\n\n<table class=\"mobsci-software-table\">\n  <colgroup>\n    <col><col><col><col>\n  <\/colgroup>\n  <thead>\n    <tr>\n      <th>Software \/ Tool<\/th>\n      <th>Purpose<\/th>\n      <th>Type<\/th>\n      <th>Links<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n  <td><strong>MITIK-MGMT<\/strong><\/td>\n  <td>Automation and management of Wi-Fi mobility measurement experiments.<\/td>\n  <td>Measurement tool<\/td>\n  <td>\n    <a href=\"https:\/\/inria.hal.science\/hal-04814847v1\" target=\"_blank\" rel=\"noopener noreferrer\">HAL<\/a>\n    &nbsp;\u00b7&nbsp;\n    <a href=\"https:\/\/archive.softwareheritage.org\/browse\/swh:1:dir:cd7e06c70ba1508927cf6126173f3175235ebc78;origin=https:\/\/gitlab.inria.fr\/mitik\/measurement-management\/mitik-mgmt;visit=swh:1:snp:53829c2c674cc2205328e483cfd269f3aee347ef;anchor=swh:1:rev:69b99507ba919e9c6b90351ef8a32f04e87d02f4\"\n       target=\"_blank\" rel=\"noopener noreferrer\">Software Heritage<\/a>\n  <\/td>\n<\/tr>\n\n\n    <tr>\n      <td><strong>MITIK-TRAJ<\/strong><\/td>\n      <td>Trajectory reconstruction based on bounded trajectories inferred from passive measurements.<\/td>\n      <td>Trajectory inference<\/td>\n      <td>\n    <a href=\"https:\/\/inria.hal.science\/hal-04924988v1\" target=\"_blank\" rel=\"noopener noreferrer\">HAL<\/a>\n    &nbsp;\u00b7&nbsp;\n    <a href=\"https:\/\/archive.softwareheritage.org\/swh:1:dir:d4578637025061a343a06cfce4085a393a0568fb;origin=https:\/\/gitlab.inria.fr\/mitik\/trajectory-reconstruction\/mitik-traj.git;visit=swh:1:snp:00079fa5ae09800163c3836820def3ed0edf7050;anchor=swh:1:rev:ad21e9c93f75fcb24ad78db887ce2fc3ce155c8a\"\n       target=\"_blank\" rel=\"noopener noreferrer\">Software Heritage<\/a>\n  <\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>MITIK-LINK<\/strong><\/td>\n      <td>Association of randomized MAC addresses generated by the same mobile device.<\/td>\n      <td>Privacy \/ linking<\/td>\n      <td>\n    <a href=\"https:\/\/inria.hal.science\/hal-04815312v1\" target=\"_blank\" rel=\"noopener noreferrer\">HAL<\/a>\n    &nbsp;\u00b7&nbsp;\n    <a href=\"https:\/\/archive.softwareheritage.org\/swh:1:dir:85f037400a73ca19c86a523c83a3749510401800;origin=https:\/\/gitlab.inria.fr\/mitik\/mac-association\/mitik-link;visit=swh:1:snp:01f76925fb60afb68a8c629e909c8f35ea9f24a7;anchor=swh:1:rev:2baec93aa2de5672c1d8f0fe20858ec5671e8c9a\"\n       target=\"_blank\" rel=\"noopener noreferrer\">Software Heritage<\/a>\n  <\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>MITIK-SENS<\/strong><\/td>\n      <td>Privacy-compliant sensing tool performing on-the-fly obfuscation of Wi-Fi frame fields.<\/td>\n      <td>Privacy-preserving sensing<\/td>\n        <td>\n    <a href=\"https:\/\/inria.hal.science\/hal-04816385v1\" target=\"_blank\" rel=\"noopener noreferrer\">HAL<\/a>\n    &nbsp;\u00b7&nbsp;\n    <a href=\"https:\/\/archive.softwareheritage.org\/swh:1:dir:c57444e66b0f21428a77e721d159a2b61a05930d;origin=https:\/\/gitlab.inria.fr\/mitik\/anonymous-measurement\/mitik-sens;visit=swh:1:snp:82e9153973fdb86df53f6cbfc179c9e077a47a41;anchor=swh:1:rev:c6ed8940db418dc95ffa22ae2d4f99b52ed2920d\"\n       target=\"_blank\" rel=\"noopener noreferrer\">Software Heritage<\/a>\n  <\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>MobilityPulse<\/strong><\/td>\n      <td>Framework for analysing human mobility rhythms, predictability, and exploration patterns.<\/td>\n      <td>Analysis framework<\/td>\n      <td><\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>CeTR<\/strong><\/td>\n      <td>Context-enhanced trajectory reconstruction combining regularity-based and tensor-factorization approaches.<\/td>\n      <td>Trajectory reconstruction<\/td>\n      <td><\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>PRIMO<\/strong><\/td>\n      <td>Tools to automate the collection of mobility-related applications from the Google Play Store.<\/td>\n      <td>Data collection tool<\/td>\n      <td><a href=\"http:\/\/github.com\/DT16\/PRIMO\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub<\/a><\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>Accessibility toolchains<\/strong><\/td>\n      <td>Fine-scale accessibility indicator computation pipelines based on public statistical data.<\/td>\n      <td>Data processing<\/td>\n      <td><a href=\"https:\/\/github.com\/Kbonsu100\/Accessibility_Caen\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub<\/a> &nbsp;\u00b7&nbsp; <a href=\"https:\/\/github.com\/Kbonsu100\/Accessibility_indicators\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub<\/a> <\/td>\n    <\/tr>\n\n    <tr>\n      <td><strong>MoBES \/ HEXPOSE<\/strong><\/td>\n      <td>Tools for quantifying the vulnerability of spatio-temporal mobility trajectories to re-identification attacks.<\/td>\n      <td>Privacy metrics<\/td>\n      <td><a href=\"https:\/\/gitlab.inria.fr\/mobility-framework\/behavioral-exposure-models\/mobes\" target=\"_blank\" rel=\"noopener noreferrer\">GitLab<\/a> <\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>","protected":false},"excerpt":{"rendered":"<p>MobSciData Factory develops and contributes to a set of open-source software tools, algorithmic building blocks, and online resources supporting the collection, processing, analysis, and governance of mobility data.The software listed below is produced within the project or reused and extended as part of its scientific activities. Whenever possible, tools are&#8230;<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/mobscidatfactory\/software\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":2627,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-131","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/pages\/131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/users\/2627"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/comments?post=131"}],"version-history":[{"count":7,"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/pages\/131\/revisions"}],"predecessor-version":[{"id":198,"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/pages\/131\/revisions\/198"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/mobscidatfactory\/wp-json\/wp\/v2\/media?parent=131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}