{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T12:19:51Z","timestamp":1779365991688,"version":"3.53.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031887192","type":"print"},{"value":"9783031887208","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-88720-8_62","type":"book-chapter","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T12:09:10Z","timestamp":1743768550000},"page":"416-424","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["eRisk 2025: Contextual and\u00a0Conversational Approaches for\u00a0Depression Challenges"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5997-8252","authenticated-orcid":false,"given":"Javier","family":"Parapar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0480-006X","authenticated-orcid":false,"given":"Anxo","family":"Perez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5936-9919","authenticated-orcid":false,"given":"Xi","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8672-0700","authenticated-orcid":false,"given":"Fabio","family":"Crestani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,4,3]]},"reference":[{"issue":"1","key":"62_CR1","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1109\/TAFFC.2021.3075638","volume":"14","author":"ME Aragon","year":"2021","unstructured":"Aragon, M.E., Lopez-Monroy, A.P., Gonz\u00e1lez-Gurrola, L.C., Montes-y G\u00f3mez, M.: Detecting mental disorders in social media through emotional patterns-the case of anorexia and depression. IEEE Trans. Affect. Comput. 14(1), 211\u2013222 (2021)","journal-title":"IEEE Trans. Affect. Comput."},{"key":"62_CR2","doi-asserted-by":"crossref","unstructured":"Beck, A.T., Ward, C.H., Mendelson, M., Mock, J., Erbaugh, J.: An Inventory for Measuring Depression. JAMA Psychiatry 4(6), 561\u2013571 (06 1961)","DOI":"10.1001\/archpsyc.1961.01710120031004"},{"key":"62_CR3","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1016\/j.eswa.2019.05.023","volume":"133","author":"SG Burdisso","year":"2019","unstructured":"Burdisso, S.G., Errecalde, M., Montes-y G\u00f3mez, M.: A text classification framework for simple and effective early depression detection over social media streams. Expert Syst. Appl. 133, 182\u2013197 (2019)","journal-title":"Expert Syst. Appl."},{"issue":"7","key":"62_CR4","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1037\/pas0000703","volume":"31","author":"M Carey","year":"2019","unstructured":"Carey, M., Kupeli, N., Knight, R., Troop, N.A., Jenkinson, P.M., Preston, C.: Eating disorder examination questionnaire (EDE-Q): Norms and psychometric properties in uk females and males. Psychol. Assess. 31(7), 839 (2019)","journal-title":"Psychol. Assess."},{"key":"62_CR5","doi-asserted-by":"crossref","unstructured":"Coppersmith, G., Dredze, M., Harman, C.: Quantifying mental health signals in Twitter. In: ACL Workshop on Computational Linguistics and Clinical Psychology (2014)","DOI":"10.3115\/v1\/W14-3207"},{"key":"62_CR6","doi-asserted-by":"crossref","unstructured":"Crestani, F., Losada, D.E., Parapar, J. (eds.): Early Detection of Mental Health Disorders by Social Media Monitoring. Springer International Publishing (2022)","DOI":"10.1007\/978-3-031-04431-1"},{"key":"62_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1471-244X-10-113","volume":"10","author":"A Gulliver","year":"2010","unstructured":"Gulliver, A., Griffiths, K.M., Christensen, H.: Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review. BMC Psychiatry 10, 1\u20139 (2010)","journal-title":"BMC Psychiatry"},{"issue":"2","key":"62_CR8","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1093\/occmed\/kqv087","volume":"66","author":"G Jackson-Koku","year":"2016","unstructured":"Jackson-Koku, G.: Beck depression inventory. Occup. Med. 66(2), 174\u2013175 (2016)","journal-title":"Occup. Med."},{"key":"62_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1007\/978-3-319-44564-9_3","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"DE Losada","year":"2016","unstructured":"Losada, D.E., Crestani, F.: A Test Collection for Research on Depression and Language Use. In: Fuhr, N., Quaresma, P., Gon\u00e7alves, T., Larsen, B., Balog, K., Macdonald, C., Cappellato, L., Ferro, N. (eds.) CLEF 2016. LNCS, vol. 9822, pp. 28\u201339. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-44564-9_3"},{"key":"62_CR10","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1007\/978-3-319-65813-1_30","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"DE Losada","year":"2017","unstructured":"Losada, D.E., Crestani, F., Parapar, J.: eRisk 2017: Clef lab on early risk prediction on the internet: Experimental foundations. In: Jones, G.J., Lawless, S., Gonzalo, J., Kelly, L., Goeuriot, L., Mandl, T., Cappellato, L., Ferro, N. (eds.) Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp. 346\u2013360. Springer International Publishing, Cham (2017)"},{"key":"62_CR11","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-3-319-98932-7_30","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"DE Losada","year":"2018","unstructured":"Losada, D.E., Crestani, F., Parapar, J.: Overview of eRisk: Early risk prediction on the internet. In: Bellot, P., Trabelsi, C., Mothe, J., Murtagh, F., Nie, J.Y., Soulier, L., SanJuan, E., Cappellato, L., Ferro, N. (eds.) Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp. 343\u2013361. Springer International Publishing, Cham (2018)"},{"key":"62_CR12","first-page":"340","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"DE Losada","year":"2019","unstructured":"Losada, D.E., Crestani, F., Parapar, J.: Overview of eRisk 2019 early risk prediction on the internet. In: Crestani, F., Braschler, M., Savoy, J., Rauber, A., M\u00fcller, H., Losada, D.E., Heinatz B\u00fcrki, G., Cappellato, L., Ferro, N. (eds.) Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp. 340\u2013357. Springer International Publishing, Cham (2019)"},{"key":"62_CR13","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1007\/978-3-030-58219-7_20","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"DE Losada","year":"2020","unstructured":"Losada, D.E., Crestani, F., Parapar, J.: Overview of of eRisk 2020: Early risk prediction on the internet. In: Arampatzis, A., Kanoulas, E., Tsikrika, T., Vrochidis, S., Joho, H., Lioma, C., Eickhoff, C., N\u00e9v\u00e9ol, A., Cappellato, L., Ferro, N. (eds.) Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp. 272\u2013287. Springer International Publishing, Cham (2020)"},{"key":"62_CR14","unstructured":"Maupom\u00e9, D., Meurs, M.J.: Using topic extraction on social media content for the early detection of depression. CLEF (working notes) 2125 (2018)"},{"key":"62_CR15","unstructured":"Otero, D., Parapar, J., Barreiro, \u00c1.: Beaver: Efficiently building test collections for novel tasks. In: Proceedings of the Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Samatan, Gers, France, July 6\u20139, 2020 (2020)"},{"key":"62_CR16","doi-asserted-by":"crossref","unstructured":"Parapar, J., Mart\u00edn-Rodilla, P., Losada, D.E., Crestani, F.: Overview of of eRisk 2021: Early risk prediction on the internet. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21\u201324, 2021, Proceedings. pp. 324\u2013344. Springer International Publishing (2021)","DOI":"10.1007\/978-3-030-85251-1_22"},{"key":"62_CR17","doi-asserted-by":"crossref","unstructured":"Parapar, J., Mart\u00edn-Rodilla, P., Losada, D.E., Crestani, F.: Overview of eRisk 2022: Early risk prediction on the internet. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5\u20138, 2022, Proceedings, pp. 233\u2013256. Springer International Publishing (2022)","DOI":"10.1007\/978-3-031-13643-6_18"},{"key":"62_CR18","doi-asserted-by":"crossref","unstructured":"Parapar, J., Mart\u00edn-Rodilla, P., Losada, D.E., Crestani, F.: Overview of eRisk 2023: Early risk prediction on the internet. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction - 14th International Conference of the CLEF Association, CLEF 2022, Thessaloniki, Greece, September 18\u201321, 2023, Proceedings, pp. 294\u2013315. Springer International Publishing (2023)","DOI":"10.1007\/978-3-031-42448-9_22"},{"key":"62_CR19","unstructured":"Parapar, J., Mart\u00edn-Rodilla, P., Losada, D.E., Crestani, F.: Overview of erisk 2024: Early risk prediction on the internet. In: Goeuriot, L., Mulhem, P., Qu\u00e9not, G., Schwab, D., Di Nunzio, G.M., Soulier, L., Galu\u0161\u010d\u00e1kov\u00e1, P., Garc\u00eda Seco de Herrera, A., Faggioli, G., Ferro, N. (eds.) Experimental IR Meets Multilinguality, Multimodality, and Interaction. pp. 73\u201392. Springer Nature Switzerland, Cham (2024)"},{"key":"62_CR20","doi-asserted-by":"crossref","unstructured":"P\u00e9rez, A., Warikoo, N., Wang, K., Parapar, J., Gurevych, I.: Semantic similarity models for depression severity estimation. In: Bouamor, H., Pino, J., Bali, K. (eds.) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. pp. 16104\u201316118. Association for Computational Linguistics, Singapore (Dec 2023)","DOI":"10.18653\/v1\/2023.emnlp-main.1000"},{"key":"62_CR21","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1016\/j.jad.2016.03.025","volume":"198","author":"A Picardi","year":"2016","unstructured":"Picardi, A., Lega, I., Tarsitani, L., Caredda, M., Matteucci, G., Zerella, M., Miglio, R., Gigantesco, A., Cerbo, M., Gaddini, A., et al.: A randomised controlled trial of the effectiveness of a program for early detection and treatment of depression in primary care. J. Affect. Disord. 198, 96\u2013101 (2016)","journal-title":"J. Affect. Disord."},{"key":"62_CR22","doi-asserted-by":"crossref","unstructured":"Sadeque, F., Xu, D., Bethard, S.: Measuring the latency of depression detection in social media. In: Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining. pp. 495\u2013503. WSDM \u201918, ACM, New York, NY, USA (2018)","DOI":"10.1145\/3159652.3159725"},{"issue":"3","key":"62_CR23","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1109\/TKDE.2018.2885515","volume":"32","author":"M Trotzek","year":"2018","unstructured":"Trotzek, M., Koitka, S., Friedrich, C.M.: Utilizing neural networks and linguistic metadata for early detection of depression indications in text sequences. IEEE Trans. Knowl. Data Eng. 32(3), 588\u2013601 (2018)","journal-title":"IEEE Trans. Knowl. Data Eng."}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-88720-8_62","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T12:09:24Z","timestamp":1743768564000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-88720-8_62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031887192","9783031887208"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-88720-8_62","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"3 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECIR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Information Retrieval","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lucca","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"47","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecir2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ecir2025.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}