{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T19:53:08Z","timestamp":1743105188955,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319453774"},{"type":"electronic","value":"9783319453781"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2016,9,9]],"date-time":"2016-09-09T00:00:00Z","timestamp":1473379200000},"content-version":"vor","delay-in-days":252,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Customs worldwide are facing the challenge of supervising huge volumes of containerized trade arriving to their country with resources allowing them to inspect only a minimal fraction of it. Risk assessment procedures can support them on the selection of the containers to inspect. The Container-Trip information (CTI) is an important element for that evaluation, but is usually not available with the needed quality. Therefore, the quality of the computed CTI records from any data sources that may use (e.g. Container Status Messages), needs to be assessed. This paper presents a quality assessment framework that combines quantitative and qualitative domain specific metrics to evaluate the quality of large datasets of CTI records and to provide a more complete feedback on which aspects need to be revised to improve the quality of the output data. The experimental results show the robustness of the framework in highlighting the weak points on the datasets and in identifying efficiently cases of potentially wrong CTI records.<\/jats:p>","DOI":"10.1007\/978-3-319-45378-1_63","type":"book-chapter","created":{"date-parts":[[2016,9,8]],"date-time":"2016-09-08T05:04:15Z","timestamp":1473311055000},"page":"729-740","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Quality Assessment Framework for Large Datasets of Container-Trips Information"],"prefix":"10.1007","author":[{"given":"Michail","family":"Makridis","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ra\u00fal","family":"Fidalgo-Merino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9-Antonio","family":"Cotelo-Lema","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aris","family":"Tsois","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrico","family":"Checchi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,9,9]]},"reference":[{"key":"63_CR1","unstructured":"Adda, G., Mariani, J., Lecomte, J., Paroubek, P., Rajman, M.: The grace french part-of-speech tagging evaluation task. In: Proceedings of the First International Conference on Language Resources and Evaluation (LREC), pp. 433\u2013441 (1998)"},{"key":"63_CR2","doi-asserted-by":"crossref","unstructured":"Camossi, E., Dimitrova, T., Tsois, A.: Detecting anomalous maritime container itineraries for anti-fraud and supply chain security. In: Proceedings of the 2012 European Intelligence and Security Informatics Conference, EISIC 2012, pp. 76\u201383. IEEE Computer Society, Washington (2012)","DOI":"10.1109\/EISIC.2012.39"},{"key":"63_CR3","unstructured":"Camossi, E., Villa, P., Mazzola, L.: Semantic-based anomalous pattern discovery in moving object trajectories. CoRR, abs\/1305.1946 (2013)"},{"key":"63_CR4","doi-asserted-by":"crossref","unstructured":"Chahuara, P., Mazzola, L., Makridis, M., Schifanella, C., Tsois, A., Pedone, M.: Inferring itineraries of containerized cargo through the application of conditional random fields. In: Proceedings of the 2014 IEEE Joint Intelligence and Security Informatics Conference, pp. 137\u2013144. IEEE Computer Society, Washington (2014)","DOI":"10.1109\/JISIC.2014.29"},{"key":"63_CR5","unstructured":"World Shipping Council: Container supply review. World Shipping Council (2011)"},{"key":"63_CR6","unstructured":"Donati, A.V., Kotsakis, E., Tsois, A., Rios, F., Zanzi, M., Varfis, A., Barbas, T., Perdigao, J.: Overview of the contraffic system. Technical report, JRC. Joint Research Centre (2007)"},{"issue":"4","key":"63_CR7","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1145\/582415.582418","volume":"20","author":"K J\u00e4rvelin","year":"2002","unstructured":"J\u00e4rvelin, K., Kek\u00e4l\u00e4inen, J.: Cumulated gain-based evaluation of IR techniques. ACM Trans. Inf. Syst. 20(4), 422\u2013446 (2002)","journal-title":"ACM Trans. Inf. Syst."},{"key":"63_CR8","unstructured":"Lafferty, J.D., McCallum, A., Pereira, F.C.N.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of the Eighteenth International Conference on Machine Learning, ICML 2001, pp. 282\u2013289. Morgan Kaufmann Publishers Inc., San Francisco (2001)"},{"key":"63_CR9","volume-title":"International Finance","author":"MD Levi","year":"2005","unstructured":"Levi, M.D.: International Finance, 4th edn. Routledge, New York (2005)","edition":"4"},{"key":"63_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14267-3","volume-title":"Learning to Rank for Information Retrieval","author":"T Liu","year":"2011","unstructured":"Liu, T.: Learning to Rank for Information Retrieval. Springer Science & Business Media, Heidelberg (2011)"},{"key":"63_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/978-3-642-19400-9_14","volume-title":"Computational Linguistics and Intelligent Text Processing","author":"CD Manning","year":"2011","unstructured":"Manning, C.D.: Part-of-speech tagging from 97% to 100%: is it time for some linguistics? In: Gelbukh, A.F. (ed.) CICLing 2011, Part I. LNCS, vol. 6608, pp. 171\u2013189. Springer, Heidelberg (2011)"},{"key":"63_CR12","unstructured":"United Nations Conference on Trade and Development: Review of the Maritime Transport 2015. United Nations Publications (2015)"},{"key":"63_CR13","unstructured":"World Customs Organization: SAFE Framework of standards to secure and facilitate global trade. World Customs Organization (2015)"},{"key":"63_CR14","unstructured":"European Parliament and Council of the European Union: Comission Regulation (EC) 2286\/2003 amending Regulation (EEC) No 2454\/93 laying down provisions for the implementation of Council Regulation (EEC) No 2913\/92 establishing the Community Customs Code5, vol. L343. Publications Office of the European Union, Luxembourg (2003)"},{"issue":"4","key":"63_CR15","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1016\/j.ipm.2009.03.002","volume":"45","author":"M Sokolova","year":"2009","unstructured":"Sokolova, M., Lapalme, G.: A systematic analysis of performance measures for classification tasks. Inf. Process. Manage. 45(4), 427\u2013437 (2009)","journal-title":"Inf. Process. Manage."},{"issue":"4","key":"63_CR16","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1561\/2200000013","volume":"4","author":"C Sutton","year":"2012","unstructured":"Sutton, C., McCallum, A.: An introduction to conditional random fields. Found. Trends Mach. Learn. 4(4), 267\u2013373 (2012)","journal-title":"Found. Trends Mach. Learn."},{"key":"63_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"282","DOI":"10.1007\/978-3-319-24369-6_23","volume-title":"Computer Information Systems and Industrial Management","author":"R Triepels","year":"2015","unstructured":"Triepels, R., Feelders, A., Daniels, H.A.M.: Uncovering document fraud in maritime freight transport based on probabilistic classification. In: Saeed, K., Homenda, W. (eds.) CISIM 2015. LNCS, vol. 9339, pp. 282\u2013293. Springer, Heidelberg (2015)"},{"key":"63_CR18","unstructured":"Tsois, A., Cotelo Lema, J.A., Makridis, M., Checchi, E.: Using container status messages to improve targeting of high-risk cargo containers. In: Research Track at the 5th World Customs Organization Technology and Innovation Forum, Rotterdam, Netherlands (2015)"},{"key":"63_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1007\/978-3-642-20630-6_12","volume-title":"GeoSpatial Semantics","author":"P Villa","year":"2011","unstructured":"Villa, P., Camossi, E.: A description logic approach to discover suspicious itineraries from maritime container trajectories. In: Claramunt, C., Levashkin, S., Bertolotto, M. (eds.) GeoS 2011. LNCS, vol. 6631, pp. 182\u2013199. Springer, Heidelberg (2011)"}],"container-title":["Lecture Notes in Computer Science","Computer Information Systems and Industrial Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45378-1_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T08:12:01Z","timestamp":1719303121000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-45378-1_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319453774","9783319453781"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45378-1_63","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"9 September 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CISIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Computer Information Systems and Industrial Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vilnius","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lithuania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cisim2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}