{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T16:18:02Z","timestamp":1783181882388,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,12,14]],"date-time":"2021-12-14T00:00:00Z","timestamp":1639440000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,14]]},"DOI":"10.1145\/3486622.3494028","type":"proceedings-article","created":{"date-parts":[[2022,4,14]],"date-time":"2022-04-14T01:18:53Z","timestamp":1649899133000},"page":"676-681","source":"Crossref","is-referenced-by-count":1,"title":["An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue"],"prefix":"10.1145","author":[{"given":"Marco","family":"Lanciotti","sequence":"first","affiliation":[{"name":"Universit\u00e0 di Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Catherine","family":"Escazut","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d'Azur, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"C\u00e9lia","family":"da Costa Pereira","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d'Azur, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claudio","family":"Sartori","sequence":"additional","affiliation":[{"name":"Universit\u00e0 di Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emanuele","family":"Galasso","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d'Azur, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,4,13]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2017. SymCAT: Symptom-based computer assisted triage.http:\/\/www.symcat.com.  2017. SymCAT: Symptom-based computer assisted triage.http:\/\/www.symcat.com."},{"key":"e_1_3_2_1_2_1","unstructured":"Rakesh Agrawal and Ramakrishnan Srikant. 1994. Fast Algorithms for Mining Association Rules in Large Databases. In VLDB. Morgan Kaufmann 487\u2013499.  Rakesh Agrawal and Ramakrishnan Srikant. 1994. Fast Algorithms for Mining Association Rules in Large Databases. In VLDB. Morgan Kaufmann 487\u2013499."},{"key":"e_1_3_2_1_3_1","volume-title":"Machine learning and artificial intelligence in the service of medicine: Necessity or potentiality?Current Research in Translational Medicine 68, 4","author":"Alsuliman Tamim","year":"2020","unstructured":"Tamim Alsuliman , Dania Humaidan , and Layth Sliman . 2020. Machine learning and artificial intelligence in the service of medicine: Necessity or potentiality?Current Research in Translational Medicine 68, 4 ( 2020 ), 245\u2013251. Tamim Alsuliman, Dania Humaidan, and Layth Sliman. 2020. Machine learning and artificial intelligence in the service of medicine: Necessity or potentiality?Current Research in Translational Medicine 68, 4 (2020), 245\u2013251."},{"key":"e_1_3_2_1_4_1","volume-title":"PRIMA(Lecture Notes in Computer Science, Vol.\u00a011873)","author":"Cholvy Laurence","unstructured":"Laurence Cholvy and C\u00e9lia da Costa\u00a0Pereira . 2019. Usefulness of Information for Goal Achievement . In PRIMA(Lecture Notes in Computer Science, Vol.\u00a011873) . Springer , 123\u2013137. Laurence Cholvy and C\u00e9lia da Costa\u00a0Pereira. 2019. Usefulness of Information for Goal Achievement. In PRIMA(Lecture Notes in Computer Science, Vol.\u00a011873). Springer, 123\u2013137."},{"key":"e_1_3_2_1_5_1","volume-title":"Designing Disease Prediction Model Using Machine Learning Approach. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC). 1211\u20131215","author":"Dahiwade Dhiraj","year":"2019","unstructured":"Dhiraj Dahiwade , Gajanan Patle , and Ektaa Meshram . 2019 . Designing Disease Prediction Model Using Machine Learning Approach. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC). 1211\u20131215 . Dhiraj Dahiwade, Gajanan Patle, and Ektaa Meshram. 2019. Designing Disease Prediction Model Using Machine Learning Approach. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC). 1211\u20131215."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-9-213"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"M. Fieschi and J. Gouvernet. 1999. Reasoning Foundations of Medical Diagnosis Revisited. Yearbook of Medical Informatics(1999) 78\u201382.  M. Fieschi and J. Gouvernet. 1999. Reasoning Foundations of Medical Diagnosis Revisited. Yearbook of Medical Informatics(1999) 78\u201382.","DOI":"10.1055\/s-0038-1637913"},{"key":"e_1_3_2_1_8_1","volume-title":"Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning","author":"Kao Hao-Cheng","unstructured":"Hao-Cheng Kao , Kai-Fu Tang , and Edward\u00a0 Y. Chang . 2018. Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning . In AAAI. AAAI Press , 2305\u20132313. Hao-Cheng Kao, Kai-Fu Tang, and Edward\u00a0Y. Chang. 2018. Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning. In AAAI. AAAI Press, 2305\u20132313."},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence 32 (Apr. 2018","author":"Kao Hao-Cheng","year":"2018","unstructured":"Hao-Cheng Kao , Kai-Fu Tang , and Edward Chang . 2018 . Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning . Proceedings of the AAAI Conference on Artificial Intelligence 32 (Apr. 2018 ). https:\/\/ojs.aaai.org\/index.php\/AAAI\/article\/view\/11902 Hao-Cheng Kao, Kai-Fu Tang, and Edward Chang. 2018. Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence 32 (Apr. 2018). https:\/\/ojs.aaai.org\/index.php\/AAAI\/article\/view\/11902"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.2190\/LWLH-NMCJ-UACL-U80Y"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Mark\u00a0A. Musen Yuval Shahar and Edward\u00a0H. Shortliffe. 2006. Clinical Decision-Support Systems. 698\u2013736.  Mark\u00a0A. Musen Yuval Shahar and Edward\u00a0H. Shortliffe. 2006. Clinical Decision-Support Systems. 698\u2013736.","DOI":"10.1007\/0-387-36278-9_20"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM197507312930505"},{"key":"e_1_3_2_1_13_1","unstructured":"Adnan Qayyum Junaid Qadir Muhammad Bilal and Ala\u00a0I. Al-Fuqaha. 2020. Secure and Robust Machine Learning for Healthcare: A Survey. CoRR abs\/2001.08103(2020).  Adnan Qayyum Junaid Qadir Muhammad Bilal and Ala\u00a0I. Al-Fuqaha. 2020. Secure and Robust Machine Learning for Healthcare: A Survey. CoRR abs\/2001.08103(2020)."},{"key":"e_1_3_2_1_14_1","volume-title":"Frequency distribution. Journal of pharmacology & pharmacotherapeutics 2 (01","author":"Manikandan","year":"2011","unstructured":"Manikandan S.2011. Frequency distribution. Journal of pharmacology & pharmacotherapeutics 2 (01 2011 ), 54\u20136. https:\/\/doi.org\/10.4103\/0976-500X.77120 Manikandan S.2011. Frequency distribution. Journal of pharmacology & pharmacotherapeutics 2 (01 2011), 54\u20136. https:\/\/doi.org\/10.4103\/0976-500X.77120"},{"key":"e_1_3_2_1_15_1","volume-title":"PRIMA(Lecture Notes in Computer Science, Vol.\u00a012568)","author":"Teixeira Milene\u00a0Santos","unstructured":"Milene\u00a0Santos Teixeira , C\u00e9lia da Costa\u00a0Pereira , and Mauro Dragoni . 2020. A Goal-Based Framework for Supporting Medical Assistance: The Case of Chronic Diseases . In PRIMA(Lecture Notes in Computer Science, Vol.\u00a012568) . Springer , 281\u2013298. Milene\u00a0Santos Teixeira, C\u00e9lia da Costa\u00a0Pereira, and Mauro Dragoni. 2020. A Goal-Based Framework for Supporting Medical Assistance: The Case of Chronic Diseases. In PRIMA(Lecture Notes in Computer Science, Vol.\u00a012568). Springer, 281\u2013298."},{"key":"e_1_3_2_1_16_1","volume-title":"Information Usefulness as a Strategy for Action Selection in Health Dialogues","author":"Teixeira Milene\u00a0Santos","unstructured":"Milene\u00a0Santos Teixeira , C\u00e9lia da Costa\u00a0Pereira , and Mauro Dragoni . 2020. Information Usefulness as a Strategy for Action Selection in Health Dialogues . In WI\/IAT. IEEE , 323\u2013330. Milene\u00a0Santos Teixeira, C\u00e9lia da Costa\u00a0Pereira, and Mauro Dragoni. 2020. Information Usefulness as a Strategy for Action Selection in Health Dialogues. In WI\/IAT. IEEE, 323\u2013330."}],"event":{"name":"WI-IAT '21: IEEE\/WIC\/ACM International Conference on Web Intelligence","location":"ESSENDON VIC Australia","acronym":"WI-IAT '21","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["IEEE\/WIC\/ACM International Conference on Web Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3486622.3494028","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3486622.3494028","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:05Z","timestamp":1750191125000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3486622.3494028"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,14]]},"references-count":16,"alternative-id":["10.1145\/3486622.3494028","10.1145\/3486622"],"URL":"https:\/\/doi.org\/10.1145\/3486622.3494028","relation":{},"subject":[],"published":{"date-parts":[[2021,12,14]]}}}