{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T06:01:17Z","timestamp":1776146477072,"version":"3.50.1"},"reference-count":32,"publisher":"SAGE Publications","issue":"9","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"name":"Instituto Tecnol\u00f3gico de Sonora (ITSON)"},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2019,9]]},"abstract":"<jats:p> Collecting experimental data from multiple sensing devices has just recently become quite popular in behavioral and social sciences. Among existing devices, mobile phones stand out as they allow researchers to collect data from individuals in an unbiased, precise, unobtrusive, and timely manner. Current mobile sensing applications are typically developed from scratch, provide no reusable components, and frequently do not take advantage of the devices\u2019 processing capabilities. In light of such limitations, this work presents a novel tool that leverages mobile phones not only to collect data via their sensors but also to process them on the device as soon as they are gathered. The tool provides researchers with easy-to-use services that allow them to configure the required processing routines on the mobile phones. This work proposes a new approach for rapid deployment of sensing campaigns targeted at scientists with basic technical knowledge and requiring low effort. We performed an evaluation aimed at determining whether there is a significant improvement in terms of user effectiveness and efficiency in the definition of new components. The results suggest that the proposed tool speeds up the time and reduces the effort taken for setting up and deploying a sensing campaign. <\/jats:p>","DOI":"10.1177\/1550147719874186","type":"journal-article","created":{"date-parts":[[2019,9,6]],"date-time":"2019-09-06T05:28:04Z","timestamp":1567747684000},"page":"155014771987418","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":12,"title":["Mobile sensing for behavioral research: A component-based approach for rapid deployment of sensing campaigns"],"prefix":"10.1177","volume":"15","author":[{"given":"Ivan R","family":"Felix","sequence":"first","affiliation":[{"name":"Sonora Institute of Technology (ITSON), Ciudad Obreg\u00f3n, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1196-4919","authenticated-orcid":false,"given":"Luis A","family":"Castro","sequence":"additional","affiliation":[{"name":"Sonora Institute of Technology (ITSON), Ciudad Obreg\u00f3n, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis-Felipe","family":"Rodriguez","sequence":"additional","affiliation":[{"name":"Sonora Institute of Technology (ITSON), Ciudad Obreg\u00f3n, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oresti","family":"Banos","sequence":"additional","affiliation":[{"name":"University of Granada, Granada, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,9,6]]},"reference":[{"key":"bibr1-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2011.6069707"},{"key":"bibr2-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.55.090902.141601"},{"key":"bibr3-1550147719874186","doi-asserted-by":"publisher","DOI":"10.3390\/proceedings2191243"},{"key":"bibr4-1550147719874186","doi-asserted-by":"publisher","DOI":"10.3390\/s150102059"},{"key":"bibr5-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2010.5560598"},{"key":"bibr6-1550147719874186","volume-title":"Proceedings of the 5th international conference on mobile systems, applications and services","author":"Froehlich J"},{"key":"bibr7-1550147719874186","volume-title":"Proceedings of the wireless health 2010","author":"Hicks J"},{"key":"bibr9-1550147719874186","volume-title":"Proceedings of the 5th international symposium of ubiquitous computing and ambient intelligence","author":"Perez M"},{"key":"bibr10-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-14-S2-S6"},{"key":"bibr11-1550147719874186","doi-asserted-by":"publisher","DOI":"10.3389\/fict.2015.00006"},{"key":"bibr12-1550147719874186","unstructured":"Heineman GT, Councill WT. Component-based software engineering: putting the pieces together. 1st ed. Boston, MA: Addison-Wesley, 2001, p.864."},{"key":"bibr13-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2015.09.019"},{"key":"bibr14-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1016\/S1077-3142(03)00073-0"},{"key":"bibr15-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-014-0421-x"},{"key":"bibr16-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.031412.00077"},{"key":"bibr17-1550147719874186","first-page":"1797","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems","author":"Consolvo S"},{"key":"bibr18-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-013-0484-5"},{"key":"bibr19-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-013-0445-z"},{"key":"bibr20-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-014-0825-9"},{"key":"bibr21-1550147719874186","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.5960"},{"key":"bibr22-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1176\/appi.ps.201500130"},{"key":"bibr23-1550147719874186","first-page":"207","volume-title":"Proceedings of the ubiquitous computing and ambient intelligence: 10th international conference\u2013part I","author":"Hern\u00e1ndez N"},{"key":"bibr24-1550147719874186","volume-title":"Proceedings of the 11th international conference on mobile systems, applications and services","author":"You CW"},{"key":"bibr25-1550147719874186","first-page":"323","volume-title":"Proceedings of the 6th ACM conference on embedded network sensor systems","author":"Mohan P"},{"key":"bibr26-1550147719874186","first-page":"29","volume-title":"Proceedings of the 6th international conference on mobile systems, applications, and services","author":"Eriksson J"},{"key":"bibr27-1550147719874186","volume-title":"Proceedings of the 9th ACM\/IEEE international conference on information processing in sensor networks","author":"Rana RK"},{"key":"bibr28-1550147719874186","first-page":"670","volume-title":"Proceedings of the IEEE international conference on pervasive computing and communications workshops","author":"Ruge L"},{"key":"bibr30-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2013.190"},{"key":"bibr31-1550147719874186","first-page":"207","volume-title":"Proceedings of the ubiquitous computing and ambient intelligence: 10th international conference\u2013part I","author":"F\u00e9lix IR"},{"key":"bibr32-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1145\/514183.514185"},{"key":"bibr33-1550147719874186","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwm270"},{"key":"bibr34-1550147719874186","doi-asserted-by":"publisher","DOI":"10.2307\/249008"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147719874186","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1550147719874186","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147719874186","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,25]],"date-time":"2019-09-25T03:21:38Z","timestamp":1569381698000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1177\/1550147719874186"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":32,"journal-issue":{"issue":"9","published-online":{"date-parts":[[2019,9,6]]},"published-print":{"date-parts":[[2019,9]]}},"alternative-id":["10.1177\/1550147719874186"],"URL":"https:\/\/doi.org\/10.1177\/1550147719874186","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"value":"1550-1477","type":"print"},{"value":"1550-1477","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9]]}}}