{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:52:56Z","timestamp":1740099176987,"version":"3.37.3"},"publisher-location":"Cham","reference-count":53,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030000110"},{"type":"electronic","value":"9783030000127"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00012-7_63","type":"book-chapter","created":{"date-parts":[[2018,9,12]],"date-time":"2018-09-12T18:15:30Z","timestamp":1536776130000},"page":"691-706","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Survey and Analysis of Cryptographic Techniques for Privacy Protection in Recommender Systems"],"prefix":"10.1007","author":[{"given":"Taiwo Blessing","family":"Ogunseyi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,13]]},"reference":[{"issue":"6","key":"63_CR1","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1002\/widm.1163","volume":"5","author":"A Ozturk","year":"2015","unstructured":"Ozturk, A., Polat. H.: From existing trends to future trends in privacy-preserving collaborative filtering. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 5(6), 276\u2013291 (2015)","journal-title":"Wiley Interdiscip. Rev. Data Min. Knowl. Discov."},{"issue":"3","key":"63_CR2","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.eij.2015.06.005","volume":"16","author":"FO Isinkaye","year":"2015","unstructured":"Isinkaye, F.O., Folajimi, Y.O., Ojokoh, B.A.: Recommendation systems: principles, methods and evaluation. Egypt. Inform. J. 16(3), 261\u2013273 (2015)","journal-title":"Egypt. Inform. J."},{"key":"63_CR3","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/978-1-4471-4555-4_12","volume-title":"Computer Communications and Networks","author":"AJP Jeckmans","year":"2013","unstructured":"Jeckmans, A.J.P., Beye, M., Erkin, Z., Hartel, P., Lagendijk, R.L., Tang, Q.: Privacy in recommender systems. In: Ramzan, N., van Zwol, R., Lee, J.S., Cl\u00fcver, K., Hua, X.S. (eds.) Computer Communications and Networks, pp. 263\u2013281. Springer, London (2013). https:\/\/doi.org\/10.1007\/978-1-4471-4555-4_12"},{"issue":"3","key":"63_CR4","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/s41019-016-0020-2","volume":"1","author":"S Badsha","year":"2016","unstructured":"Badsha, S., Yi, X., Khalil, I.: A practical privacy-preserving recommender system. Data Sci. Eng. 1(3), 161\u2013177 (2016)","journal-title":"Data Sci. Eng."},{"key":"63_CR5","unstructured":"Itmazi, J., Gea, M.: The recommendation systems, types, domains and the ability usage in learning management system. In: 2006 International Arab Conference on Information Technology (ACIT 2006), December 2006"},{"key":"63_CR6","unstructured":"Daniar, A.: Algorithms and methods in recommender systems. In: Other Conferences, vol. 1, no. 2, pp. 417\u2013444 (2015). https:\/\/www.snet.tu-berlin.de\/fileadmin\/fg220\/courses\/SS11\/snet-project\/recommender-systems_asanov.pdf"},{"issue":"5","key":"63_CR7","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1007\/s10207-007-0049-3","volume":"7","author":"E A\u0131meur","year":"2008","unstructured":"A\u0131meur, E., Brassard, G., Fernandez, J.M., Onana, F.S.M.: Alambic: a privacy-preserving recommender system for electronic commerce. Int. J. Inf. Secur. 7(5), 307\u2013334 (2008)","journal-title":"Int. J. Inf. Secur."},{"issue":"3","key":"63_CR8","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1109\/TSC.2016.2575825","volume":"11","author":"Z Wu","year":"2016","unstructured":"Wu, Z., Li, G., Liu, Q., Xu, G., Chen, E.: Covering the sensitive subjects to protect personal privacy in personalized recommendation. IEEE Trans. Serv. Comput. 11(3), 493\u2013506 (2016)","journal-title":"IEEE Trans. Serv. Comput."},{"issue":"6","key":"63_CR9","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state of the art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"63_CR10","first-page":"57","volume":"2","author":"A Sharma","year":"2010","unstructured":"Sharma, A., Ojha, V.: implementation of cryptography for privacy preservation data mining. J. Database Manag. 2(3), 57\u201365 (2010)","journal-title":"J. Database Manag."},{"key":"63_CR11","doi-asserted-by":"crossref","unstructured":"Yakoubov, S., Gadepally, V., Schear, N., Shen, E., Yerukhimovich, A.: A survey of cryptographic approaches to securing big-data analytics in the cloud. In: 2014 IEEE High Performance Extreme Computing Conference, HPEC 2014 (2014)","DOI":"10.1109\/HPEC.2014.7040943"},{"key":"63_CR12","doi-asserted-by":"crossref","unstructured":"Batmaz, Z., Kaleli, C.: Methods of privacy preserving in collaborative filtering. In: 2nd International Conference on Computer Science and Engineering, pp. 261\u2013266 (2017)","DOI":"10.1109\/UBMK.2017.8093386"},{"key":"63_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1007\/978-3-662-47854-7_28","volume-title":"Financial Cryptography and Data Security","author":"Y Zhao","year":"2015","unstructured":"Zhao, Y., Chow, S.S.M.: Privacy preserving collaborative filtering from asymmetric randomized encoding. In: B\u00f6hme, R., Okamoto, T. (eds.) FC 2015. LNCS, vol. 8975, pp. 459\u2013477. Springer, Heidelberg (2015). https:\/\/doi.org\/10.1007\/978-3-662-47854-7_28"},{"key":"63_CR14","doi-asserted-by":"crossref","unstructured":"Casino, F., Patsakis, C., Puig, D., Solanas, A.: On privacy preserving collaborative filtering: current trends, open problems, and new issues. In: 2013 IEEE 10th International Conference on E-bus. Eng. (ICEBE), pp. 244\u2013249 (2013)","DOI":"10.1109\/ICEBE.2013.37"},{"key":"63_CR15","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1561\/0400000001","volume":"1","author":"O Goldreich","year":"2005","unstructured":"Goldreich, O.: Foundations of cryptography: a primer. Found. Trend Theor. Comput. Sci. 1, 11\u2013116 (2005)","journal-title":"Found. Trend Theor. Comput. Sci."},{"issue":"8","key":"63_CR16","doi-asserted-by":"publisher","first-page":"1085","DOI":"10.1142\/S0218194013500320","volume":"23","author":"A Bilge","year":"2013","unstructured":"Bilge, A., Kaleli, C., Yakut, I., Gunes, I., Polat, H.: A survey of privacy-preserving collaborative filtering schemes. Int. J. Soft. Eng Knowl. Eng. 23(8), 1085\u20131108 (2013)","journal-title":"Int. J. Soft. Eng Knowl. Eng."},{"key":"63_CR17","doi-asserted-by":"crossref","unstructured":"Badsha, S., Yi, X., Khalil, I., Bertino, E.: Privacy preserving user-based recommender system. In: Proceedings - International Conference on Distributed Computer Systems, pp. 1074\u20131083 (2017)","DOI":"10.1109\/ICDCS.2017.248"},{"key":"63_CR18","doi-asserted-by":"crossref","unstructured":"Hsieh, C.-L.A., Zhan, J., Zeng, D., Wang, F.: Preserving privacy in joining recommender systems. In: International Conference on Information Security and Assurance, Busan, Korea, pp. 561\u2013566 (2008)","DOI":"10.1109\/ISA.2008.101"},{"key":"63_CR19","doi-asserted-by":"crossref","unstructured":"Zhan, J., Wang, I.-C., Hsieh, C.-L., Hsu, T.-S., Liau, C.-J., Wang, D.-W.: Towards efficient privacy-preserving collaborative recommender systems. In: IEEE International Conference on Granular Computing, Hangzhou, China, pp. 778\u2013783 (2008)","DOI":"10.1109\/GRC.2008.4664769"},{"key":"63_CR20","doi-asserted-by":"crossref","unstructured":"Tada, M., Kikuchi, H., Puntheeranurak, S.: Privacy preserving collaborative filtering protocol based on similarity between items. In: Twenty-Fourth IEEE International Conference on Advanced Networking and Applications, Perth, Australia (2010)","DOI":"10.1109\/AINA.2010.159"},{"key":"63_CR21","doi-asserted-by":"crossref","unstructured":"Armknecht, F., Strufe, T.: An efficient distributed privacy preserving recommendation system. In: Tenth IEEE IFIP Annual Mediterranean Ad Hoc Networking Workshop, Favignana Island, Sicily, Italy, pp. 65\u201370 (2011)","DOI":"10.1109\/Med-Hoc-Net.2011.5970495"},{"key":"63_CR22","doi-asserted-by":"crossref","unstructured":"Basu, A., Kikuchi, H., Vaidya, J.: Privacy-preserving weighted slope one predictor for item-based Collaborative filtering. In: Proceedings of the International Workshop on Trust and Privacy in Distributed Information Processing, Copenhagen, Denmark (2011)","DOI":"10.1007\/978-3-642-29852-3_2"},{"key":"63_CR23","doi-asserted-by":"crossref","unstructured":"Kaleli, C.: Privacy-preserving concordance-based recommendations on vertically distributed data. In: Tenth International Conference on ICT and Knowledge Engineering, Bangkok, Thailand, pp. 19\u201324 (2012)","DOI":"10.1109\/ICTKE.2012.6408554"},{"issue":"3","key":"63_CR24","first-page":"753","volume":"24","author":"H Kikuchi","year":"2012","unstructured":"Kikuchi, H., Kizawa, H.: Privacy-preserving collaborative filtering schemes with sampling users. J. Jpn. Soc. Fuzzy Theory Intell. Inform. 24(3), 753\u2013762 (2012)","journal-title":"J. Jpn. Soc. Fuzzy Theory Intell. Inform."},{"key":"63_CR25","doi-asserted-by":"crossref","unstructured":"Jeckmans, A., Tang, Q., Hartel, P.: Privacy-preserving collaborative filtering based on horizontally partitioned dataset. In: International Conference on Collaboration Technologies and Systems, Denver, CO, USA, pp. 439\u2013446 (2012)","DOI":"10.1109\/CTS.2012.6261088"},{"key":"63_CR26","doi-asserted-by":"crossref","unstructured":"Erkin, Z., Beye, M., Veugen, T., Lagendijk, R.L.: Privacy preserving content-based recommender system. In: Proceedings of the Fourteenth ACM Workshop on Multimedia and Security, Coventry, United Kingdom (2012)","DOI":"10.1145\/2361407.2361420"},{"key":"63_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/978-3-319-24177-7_6","volume-title":"Computer Security \u2013 ESORICS 2015","author":"Q Tang","year":"2015","unstructured":"Tang, Q., Wang, J.: Privacy-preserving context-aware recommender systems: analysis and new solutions. In: Pernul, G., Ryan, P.Y.A., Weippl, E. (eds.) ESORICS 2015. LNCS, vol. 9327, pp. 101\u2013119. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24177-7_6"},{"key":"63_CR28","unstructured":"http:\/\/everything.explained.today\/Secure_multi-party_computation\/ . Accessed 17 Jan 2018"},{"issue":"3","key":"63_CR29","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1109\/TIFS.2014.2370255","volume":"10","author":"T Veugen","year":"2015","unstructured":"Veugen, T., De Haan, R., Cramer, R., Muller, F.: A framework for secure computations with two non-colluding servers and multiple clients, applied to recommendations. IEEE Trans. Inf. Forensics Secur. 10(3), 445\u2013457 (2015)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"63_CR30","unstructured":"Ahmad, W., Khokhar, A.: Privacy preserving collaborative filtering using biclustering in ubiquitous computing environments. In: Proceedings of Fifth International Workshop on Databases, Information Systems and Peer-to-Peer Computing, Vienna, Austria (2007)"},{"key":"63_CR31","doi-asserted-by":"crossref","unstructured":"Hoens, T.R., Blanton, M., Chawla, N.V.: A private and reliable recommendation system for social networks. In: International Conference on Privacy, Security, Risk and Trust, Minneapolis, USA (2010)","DOI":"10.1109\/SocialCom.2010.124"},{"key":"63_CR32","doi-asserted-by":"crossref","unstructured":"Erkin, Z., Beye, M., Veugen, T., Lagendijk, R.L.: Efficiently computing private recommendations. In: IEEE International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, pp. 5864\u20135867 (2011)","DOI":"10.1109\/ICASSP.2011.5947695"},{"issue":"3","key":"63_CR33","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1109\/TIFS.2012.2190726","volume":"7","author":"Z Erkin","year":"2012","unstructured":"Erkin, Z., Veugen, T., Toft, T., Lagendijk, R.L.: Generating private recommendations efficiently using homomorphic encryption and data packing. IEEE Trans. Inf. Forensics Secur. 7(3), 1053\u20131066 (2012)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"63_CR34","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.future.2014.11.003","volume":"55","author":"D Li","year":"2016","unstructured":"Li, D., et al.: An algorithm for efficient privacy-preserving item-based collaborative filtering. Future Gener. Comput. Syst. 55, 311\u2013320 (2016)","journal-title":"Future Gener. Comput. Syst."},{"issue":"2","key":"63_CR35","first-page":"141","volume":"8","author":"BK Samanthula","year":"2015","unstructured":"Samanthula, B.K., Cen, L., Jiang, W., Si, L.: Privacy-preserving and efficient friend recommendation in online social networks. Trans. Data Priv. 8(2), 141\u2013171 (2015)","journal-title":"Trans. Data Priv."},{"key":"63_CR36","doi-asserted-by":"crossref","unstructured":"Beimel, A.: Secret-sharing schemes: a survey. In: Third International Workshop on Coding and Cryptology, IWCC, Qingdao, China, vol. 1, pp. 1\u201336 (2011)","DOI":"10.1007\/978-3-642-20901-7_2"},{"key":"63_CR37","doi-asserted-by":"crossref","unstructured":"Shieh, J.: An end-to-end encrypted domain proximity recommendation system using secret sharing homomorphic cryptography. In: The Forty-Ninth IEEE International Carnahan Conference on Security Technology (ICCST 2015), Taipei, Taiwan (2015)","DOI":"10.1109\/CCST.2015.7389682"},{"issue":"2","key":"63_CR38","first-page":"99","volume":"5","author":"PA Asny","year":"2016","unstructured":"Asny, P.A., Santhosh, S.M.: A Secure schema for recommendation systems. Int. J. Cybern. Inform. 5(2), 99\u2013107 (2016)","journal-title":"Int. J. Cybern. Inform."},{"key":"63_CR39","first-page":"1","volume-title":"A Survey of Zero-Knowledge Proofs with Applications to Cryptography","author":"A Mohr","year":"2008","unstructured":"Mohr, A.: A Survey of Zero-Knowledge Proofs with Applications to Cryptography, pp. 1\u201312. Southern Illinois University, Carbondale (2008)"},{"key":"63_CR40","doi-asserted-by":"crossref","unstructured":"Jagwani, P., Kaushik, S.: Defending location privacy using zero knowledge proof concept in location based services. In: Proceedings of 2012 IEEE 13th International Conference on Mobile Data Management MDM 2012, pp. 368\u2013371 (2012)","DOI":"10.1109\/MDM.2012.23"},{"key":"63_CR41","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/978-3-642-13190-5_23","volume-title":"Advances in Cryptology \u2013 EUROCRYPT 2010","author":"I Damg\u00e5rd","year":"2010","unstructured":"Damg\u00e5rd, I., Ishai, Y., Kr\u00f8igaard, M.: Perfectly secure multiparty computation and the computational overhead of cryptography. In: Gilbert, H. (ed.) EUROCRYPT 2010. LNCS, vol. 6110, pp. 445\u2013465. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-13190-5_23"},{"key":"63_CR42","doi-asserted-by":"publisher","first-page":"1821","DOI":"10.1109\/ACCESS.2016.2558446","volume":"4","author":"A Mehmood","year":"2016","unstructured":"Mehmood, A., Natgunanathan, I., Xiang, Y., Hua, G., Guo, S.: Protection of big data privacy. IEEE Access 4, 1821\u20131834 (2016)","journal-title":"IEEE Access"},{"issue":"c","key":"63_CR43","first-page":"1","volume":"5971","author":"Q Tang","year":"2016","unstructured":"Tang, Q., Wang, J.: Privacy-preserving friendship-based recommender systems. IEEE Trans. Dependable Secur. Comput. 5971(c), 1 (2016)","journal-title":"IEEE Trans. Dependable Secur. Comput."},{"key":"63_CR44","volume-title":"Slope One Predictors for Online Rating-Based Collaborative Filtering","author":"D Lemire","year":"2007","unstructured":"Lemire, D., Maclachlan, A.: Slope One Predictors for Online Rating-Based Collaborative Filtering. Society for Industrial Mathematics, Philadelphia (2007)"},{"issue":"c","key":"63_CR45","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TBDATA.2017.2701817","volume":"7790","author":"X Wu","year":"2017","unstructured":"Wu, X., Wu, T., Khan, M., Ni, Q., Dou, W.: Game theory based correlated privacy preserving analysis in big data. IEEE Trans. Big Data 7790(c), 1 (2017)","journal-title":"IEEE Trans. Big Data"},{"key":"63_CR46","doi-asserted-by":"crossref","unstructured":"Zyskind, G., Nathan, O., Pentland, A.: Decentralizing privacy: using blockchain to protect personal data, pp. 180\u2013184 (2015)","DOI":"10.1109\/SPW.2015.27"},{"key":"63_CR47","unstructured":"Zheng, Z., Xie, S., Dai, H.-N., Wang, H.: Blockchain challenges and opportunities: a survey. Int. J. Web Grid Serv. (January), 1\u201324 (2017)"},{"key":"63_CR48","doi-asserted-by":"publisher","first-page":"2751","DOI":"10.1109\/ACCESS.2016.2577036","volume":"4","author":"S Yu","year":"2016","unstructured":"Yu, S.: Big privacy: challenges and opportunities of privacy study in the age of big data. IEEE Access 4, 2751\u20132763 (2016)","journal-title":"IEEE Access"},{"key":"63_CR49","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1007\/978-3-642-23780-5_50","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"M Halkidi","year":"2011","unstructured":"Halkidi, M., Koutsopoulos, I.: A game theoretic framework for data privacy preservation in recommender systems. In: Gunopulos, D., Hofmann, T., Malerba, D., Vazirgiannis, M. (eds.) ECML PKDD 2011. LNCS (LNAI), vol. 6911, pp. 629\u2013644. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-23780-5_50"},{"key":"63_CR50","unstructured":"Jiang, H., Nagra, J., Ahammad, P.: SoK: applying machine learning in security - a survey (2016). http:\/\/arxiv.org\/abs\/1611.03186"},{"key":"63_CR51","doi-asserted-by":"crossref","unstructured":"Hesamifard, E., Takabi, H., Ghasemi, M., Jones, C.: Privacy-preserving machine learning in cloud. In: Proceedings of the 2017 on Cloud Computing Security Workshop - CCSW 2017, pp. 39\u201343 (2017)","DOI":"10.1145\/3140649.3140655"},{"key":"63_CR52","doi-asserted-by":"crossref","unstructured":"Abadi, M., et al.: Deep learning with differential privacy. In: 23rd ACM Conference on Computer and Communication Security (CCS 2016) (2016)","DOI":"10.1145\/2976749.2978318"},{"key":"63_CR53","doi-asserted-by":"crossref","unstructured":"Shokri, R., Shmatikov, V.: Privacy-preserving deep learning. In: ACM Conference on Computer and Communication Security, CCS 2015 (2015)","DOI":"10.1109\/ALLERTON.2015.7447103"}],"container-title":["Lecture Notes in Computer Science","Cloud Computing and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00012-7_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T05:30:35Z","timestamp":1662010235000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00012-7_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030000110","9783030000127"],"references-count":53,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00012-7_63","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"ICCCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cloud Computing and Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Haikou","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":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"incodldos2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icccsconf.org\/icccs2018.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}