{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:15:28Z","timestamp":1767320128206,"version":"3.48.0"},"publisher-location":"Singapore","reference-count":26,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819550111","type":"print"},{"value":"9789819550128","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-981-95-5012-8_2","type":"book-chapter","created":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:12:29Z","timestamp":1767319949000},"page":"19-34","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["RESTful API Service Discovery via\u00a0Comprehensive Feature Mining, Deep Neural Networks, and\u00a0Contrastive Learning"],"prefix":"10.1007","author":[{"given":"Yueshen","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gairui","family":"Bai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weihao","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinkui","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuyu","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rui","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fanhao","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Adeleye, O., Yu, J., Yongchareon, S., Han, Y.: Constructing and evaluating an evolving web-api network for service discovery. In: International Conference on Service-Oriented Computing, pp. 603\u2013617 (2018)","DOI":"10.1007\/978-3-030-03596-9_44"},{"issue":"100498","key":"2_CR2","first-page":"1","volume":"45","author":"N Agarwal","year":"2022","unstructured":"Agarwal, N., Sikka, G., Awasthi, L.K.: A systematic literature review on web service clustering approaches to enhance service discovery, selection and recommendation. Comput. Sci. Rev. 45(100498), 1\u201324 (2022)","journal-title":"Comput. Sci. Rev."},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Azmy, M.R., Suhardi, Muhamad, W.: Advanced technologies to support service discovery in service-oriented systems. In: International Conference on Information Technology Systems and Innovation (ICITSI), pp. 300\u2013305 (2020)","DOI":"10.1109\/ICITSI50517.2020.9264978"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Bigdeli, A., Arabzadeh, N., Bagheri, E., Clarke, C.L.A.: Evaluating relative retrieval effectiveness with normalized residual gain. In: ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, pp. 64\u201371 (2024)","DOI":"10.1145\/3673791.3698410"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Bodapati, S., Bandarupally, H., Shaw, R.N., Ghosh, A.: Comparison and Analysis of RNN-LSTMs and CNNs for Social Reviews Classification, pp. 49\u201359. Springer Singapore (2021)","DOI":"10.1007\/978-981-33-6919-1_4"},{"issue":"2","key":"2_CR6","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s11761-018-0232-6","volume":"12","author":"A Bukhari","year":"2018","unstructured":"Bukhari, A., Liu, X.: A web service search engine for large-scale web service discovery based on the probabilistic topic modeling and clustering. SOCA 12(2), 169\u2013182 (2018)","journal-title":"SOCA"},{"key":"2_CR7","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.eswa.2016.09.028","volume":"67","author":"F Chen","year":"2017","unstructured":"Chen, F., Lu, C., Wu, H., Li, M.: A semantic similarity measure integrating multiple conceptual relationships for web service discovery. Expert Syst. Appl. 67, 19\u201331 (2017)","journal-title":"Expert Syst. Appl."},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Chen, Z., Xie, D., Wu, M., Xu, Y., You, D.: A logical reasoning network for high-order complementary cloud API recommendation. IEEE Trans. Serv. Comput. Early Access, 1\u201316 (2025)","DOI":"10.1109\/TSC.2025.3579133"},{"issue":"4","key":"2_CR9","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/s11761-023-00376-6","volume":"17","author":"Y Gamha","year":"2023","unstructured":"Gamha, Y.: A framework for REST services discovery and composition. SOCA 17(4), 259\u2013275 (2023)","journal-title":"SOCA"},{"issue":"1","key":"2_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3617175","volume":"33","author":"A Golmohammadi","year":"2023","unstructured":"Golmohammadi, A., Zhang, M., Arcuri, A.: Testing restful APIs: A survey. ACM Trans. Softw. Eng. Methodol. 33(1), 1\u201341 (2023)","journal-title":"ACM Trans. Softw. Eng. Methodol."},{"issue":"7","key":"2_CR11","doi-asserted-by":"publisher","first-page":"2361","DOI":"10.1007\/s00607-024-01289-8","volume":"106","author":"H Gu","year":"2024","unstructured":"Gu, H., Ma, Y., Wang, S., Chen, X., Su, W.: Semantically realizing discovery and composition for restful web services. Computing 106(7), 2361\u20132387 (2024)","journal-title":"Computing"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"57","DOI":"10.4018\/IJSWIS.2018100103","volume":"14","author":"R Hammami","year":"2018","unstructured":"Hammami, R., Bellaaj, H., Kacem, A.H.: Semantic web services discovery: a survey and research challenges. Int. J. Semantic Web Inform. Syst. 14, 57\u201372 (2018)","journal-title":"Int. J. Semantic Web Inform. Syst."},{"issue":"7","key":"2_CR13","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1109\/TSE.2016.2624293","volume":"43","author":"Q He","year":"2017","unstructured":"He, Q., et al.: Keyword search for building service-based systems. IEEE Trans. Softw. Eng. 43(7), 658\u2013674 (2017)","journal-title":"IEEE Trans. Softw. Eng."},{"issue":"111609","key":"2_CR14","first-page":"1","volume":"198","author":"R Ko\u00e7i","year":"2023","unstructured":"Ko\u00e7i, R., Franch, X., Jovanovic, P., Abell\u00f3, A.: Web API evolution patterns: a usage-driven approach. J. Syst. Softw. 198(111609), 1\u201317 (2023)","journal-title":"J. Syst. Softw."},{"issue":"3","key":"2_CR15","doi-asserted-by":"publisher","first-page":"897","DOI":"10.26599\/TST.2023.9010050","volume":"29","author":"W Lin","year":"2024","unstructured":"Lin, W., et al.: A deep neural collaborative filtering based service recommendation method with multi-source data for smart cloud-edge collaboration applications. Tsinghua Sci. Technol. 29(3), 897\u2013910 (2024)","journal-title":"Tsinghua Sci. Technol."},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Liu, L., Bahrami, M., Park, J., Chen, W.P.: Web API search: discover web API and its endpoint with natural language queries. In: The 27th International Conference on Web Services, pp. 96\u2013113. Springer (2020)","DOI":"10.1007\/978-3-030-59618-7_7"},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Lizarralde, I., Mateos, C., Zunino, A., Majchrzak, T.A., Gr\u00f8nli, T.M.: Discovering web services in social web service repositories using deep variational autoencoders. Inform. Process. Manage. 57(4), 102231:1\u201319 (2020)","DOI":"10.1016\/j.ipm.2020.102231"},{"issue":"5","key":"2_CR18","doi-asserted-by":"publisher","first-page":"1571","DOI":"10.1109\/TSC.2018.2871133","volume":"14","author":"SP Ma","year":"2021","unstructured":"Ma, S.P., Chen, Y.J., Syu, Y., Lin, H.J., FanJiang, Y.Y.: Test-oriented restful service discovery with semantic interface compatibility. IEEE Trans. Serv. Comput. 14(5), 1571\u20131584 (2021)","journal-title":"IEEE Trans. Serv. Comput."},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Obidallah, W.J., Raahemi, B.: A survey on web service discovery approaches. In: The Second International Conference on Internet of things and Cloud Computing, pp. 156:1\u2013156:8. Association for Computing Machinery (2017)","DOI":"10.1145\/3018896.3056773"},{"key":"2_CR20","doi-asserted-by":"crossref","unstructured":"Pattar, S., Kulkarni, D.S., Vala, D., Buyya, R., KR, V., Iyengar, S.S., and Patnaik, L.M.: Progressive search algorithm for service discovery in an Iot ecosystem. In: 2019 International Conference on Internet of Things and IEEE Green Computing and Communications and IEEE Cyber, Physical and Social Computing and IEEE Smart Data, pp. 1041\u20131048 (2019)","DOI":"10.1109\/iThings\/GreenCom\/CPSCom\/SmartData.2019.00180"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Samadi, M., Mousavian, M., Momtazi, S.: Deep contextualized text representation and learning for fake news detection. Inform. Process. Manage. 58(6), 102723:1\u201313 (2021)","DOI":"10.1016\/j.ipm.2021.102723"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Sunita Jalal, D.K.Y., Negi, C.S.: Web service discovery with incorporation of web services clustering. Int. J. Comput. Appl. 45(1), 51\u201362 (2023)","DOI":"10.1080\/1206212X.2019.1698131"},{"key":"2_CR23","doi-asserted-by":"crossref","unstructured":"Tamilarasi, K., Ramakrishnan, M.: Design of an intelligent search engine-based uddi for web service discovery. In: 2012 International Conference on Recent Trends in Information Technology, pp. 520\u2013525 (2012)","DOI":"10.1109\/ICRTIT.2012.6206753"},{"key":"2_CR24","doi-asserted-by":"crossref","unstructured":"Wang, S., Zhou, Y., Ding, Z.: Automated restful API service discovery with various interface features. In: International Conference on Service-Oriented Computing, pp. 54\u201370 (2022)","DOI":"10.1007\/978-3-031-20984-0_4"},{"issue":"1","key":"2_CR25","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/TNSM.2024.3444275","volume":"22","author":"Y Xiao","year":"2025","unstructured":"Xiao, Y., Liu, J., Kang, G., Cao, B.: Group feature aggregation for web service recommendations. IEEE Trans. Netw. Serv. Manage. 22(1), 45\u201357 (2025)","journal-title":"IEEE Trans. Netw. Serv. Manage."},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Zhang, X., Liu, J., Cao, B.: Web service discovery based on information gain theory and bilstm with attention mechanism. In: International Conference on Collaborative Computing: Networking, Applications and Worksharing, pp. 643\u2013658 (2019)","DOI":"10.1007\/978-3-030-12981-1_45"}],"container-title":["Lecture Notes in Computer Science","Service-Oriented Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-5012-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:12:31Z","timestamp":1767319951000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-5012-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819550111","9789819550128"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-5012-8_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Service-Oriented Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shenzhen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"1 December 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 December 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoc2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icsoc2025.hit.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}