【導(dǎo)讀】大量的歷史醫(yī)療記錄這樣的大數(shù)據(jù)使得用戶進行自我護理服務(wù)成為可能，例。如他們自己就可以通過類似的病人的病例來獲得診斷。中，我們提出了一個基于云計算的架構(gòu)來實現(xiàn)自我護理服務(wù)稱為家庭診斷以解決上述挑戰(zhàn)。檢索，數(shù)據(jù)分析和隱私保護。此外，為了加快醫(yī)療記錄檢索，Hadoop集群被采用以存儲離。線數(shù)據(jù)以及構(gòu)建索引。和疾病癥狀點陣，以幫助用戶查明他們可能感染了哪一種疾病。最后，一個原型系統(tǒng)會被設(shè)。計出來以及一個運行實例會被呈現(xiàn)以證明我們的提案的擴展性以及效率。而且，隨著人口老齡化的成長，有些為老年人的慢性疾病。監(jiān)測也應(yīng)在日常生活中進行。因此，為了滿足“SHS”群體和人口老齡化的需求，按需自助服務(wù)應(yīng)該被發(fā)展以幫助人們可以在家方便地獲得疾病預(yù)防知識。似的歷史醫(yī)療記錄這樣的診斷協(xié)助，這將有助于李某做出合適的預(yù)約。第一點是如何根據(jù)李某的疾病癥狀在大規(guī)模和不斷增加。另外，癥狀相同，同樣的性別和年齡相仿的患者

　　

【正文】 ucene, (accessed ). [4] Arroyuelo, D., Gonz225。lez, S., Marin, M., Oyarzn, M., Suel, T., 20xx. To index or not to index: timespace tradeoffs in search engines with positional ranking functions. In: Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 255–264. [5] Bahga, A., Madisetti, ., 20xx. Analyzing massive machine maintenance data in a puting cloud. IEEE Trans. Parallel Distributed Syst. 23 (10), 1831–1843. [6] Belohlavek, R., Vychodil, V., 20xx. Formal concept analysis with background knowl edge: attribute priorities. IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev. 39 (4), 399–409. [7] Bloom, ., 1970. Space/time tradeoffs in hash coding with allowable errors. Com mun. ACM 13 (7), 422–426. [8] Canny, J., Zhao, H.,20xx. Big data analytics with small footprint: squaring the cloud. In: Proceedings of the 19th ACM SIGKDD International Conference on Knowl edge Discovery and Data Mining. ACM, pp. 95–103. [9] Chandramouli, B., Goldstein, J., Quamar, A., 20xx. Scalable progressive analytics on big data in the cloud. Proceeding of VLDB Endowment 6 (14), 1726–1737. [10] Chaudhuri, S.,20xx. What next?: a halfdozen data management research goals for big data and the cloud. In: Proceedings of the 31st Symposium on Principles of Database Systems. ACM, pp. 1–4. [11] Cheng, Y., Qin, C., Rusu, F., 20xx. Glade: big data analytics made easy. In: Proceedings of the 20xx ACM SIGMOD International 大醫(yī)療數(shù)據(jù)背景下基于云架構(gòu)的家庭診斷服務(wù) 29 Conference on Management of Data, ACM, pp. 697–700. [12] Cook, ., Youngblood, M., Heierman III, ., Gopalratnam, K., Rao, S., Litvin, A., Khawaja, F.,20xx. Mavhome an agentbased smart home. In: Proceedings of the First IEEE International Conference on Pervasive Computing and Communica tions (PerCom 20xx). IEEE, pp. 521–524. [13] Crampes, M., OliveiraKumar, ., Ranwez, S., Villerd, J., 20xx. Visualizing social photos on a Hasse diagram for eliciting relations and indexing new photos. IEEE Trans. Visual. Comput. Graph. 15 (6), 985–992. [14] Ding, H., He, J., Wang, W., 20xx. The subhealth evaluation based on the mod ern diagnostic technique of traditional Chinese medicine. In: First International Workshop on Education Technology and Computer Science (ETCS’09), vol. 1, pp. 269–273. [15] Doctor, F., Hagras, H., Callaghan, V., 20xx. A fuzzy embedded agentbased approach for realizing ambient intelligence in intelligent inhabited environments. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 35 (1), 55–65. [16] Ekanayake, J., Gunarathne, T., Qiu, J., 20xx. Cloud technologies for bioinformatics applications. IEEE Trans. Parallel Distributed Syst. 22 (6), 998–1011. [17] Expert system, system (accessed ). [18] Gholami, B., Bailey, ., Haddad, ., Tannenbaum, ., 20xx. Clinical decision support and closedloop control for cardiopulmonary management and inten sive care unit sedation using expert systems. IEEE Trans. Control Syst. Technol. 20 (5), 1343–1350. [19] Google Snappy, (accessed ). [20] Hatcher, E., Gospodic, O., McCandless, M., 20xx. Lucene in Action. Manning Pub lications, Greenwich, CT. [21] He, C., Fan, X., Li, Y., 20xx. Toward ubiquitous healthcare services with a novel ef?cient cloud platform. IEEE Trans. Biomed. 大醫(yī)療數(shù)據(jù)背景下基于云架構(gòu)的家庭診斷服務(wù) 30 Eng. 60 (1), 230–234. [22] HealthVault, (accessed ). [23] Hsu, T., Chang, C., Chu, W., Ho, S., Hsueh, N., Lee, W.,20xx. Applying cloud puting technologies to gerontology and geriatrics health care system (gghcs). In: 20xx 13th International Conference on Quality Software (QSIC). IEEE, pp. 355–360. [24] Jackson, Peter, 1998. Introduction to Expert Systems, third ed. Longan, Boston. [25] Lee, C., Wang, M., 20xx. A fuzzy expert system for diabetes decision support application. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 41 (1), 139–153. [26] Li, W., Yan, J., Yan, Y., Zhang, J.,20xx. Xbase cloudenabled information appliance for healthcare. In: Proceedings of the 13th International Conference on Extending Database Technology (EDBT’10). ACM, pp. 675–680. [27] Li, M., Yu, S., Zheng, Y., Ren, K., Lou, W., 20xx. Scalable and secure sharing of personal health records in cloud puting using attributebased encryption. IEEE Trans. Parallel Distributed Syst. 24 (1), 131–143. [28] Microsoft HealthVault, HealthVault(accessed ). [29] Ochoa, X., Duval, E., 20xx. Relevance ranking metrics for learning objects. IEEE . Technol. 1 (1), 34–48. [30] Rashidi, P., Cook, ., 20xx. Keeping the resident in the loop: adapting the smart home to the user. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 39 (5), 949–959. [31] Shang, W., Jiang, Z., Hemmati, H., Adams, B., Hassan, ., Martin, P.,20xx. Assisting developers of big data analytics applications when deploying on hadoop clouds. In: Proceedings of the 20xx International Conference on Software Engineering. IEEE, pp. 402–411. [32] ShuHsien Liao, 20xx. Expert system methodologies and 大醫(yī)療數(shù)據(jù)背景下基于云架構(gòu)的家庭診斷服務(wù) 31 applications – a decade review from 1995 to 20xx. Exp. Syst. Appl. 28, 93–103. [33] Wang, P., Ding, Z., Jiang, C., Zhou, M., 20xx. Design and implementation of a web servicebased publicoriented personalized health care platform. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 43 (4), 941–957. [34] Wu, W., Leung, Y., Mi, J., 20xx. Granular puting and knowledge reduction in formal contexts. IEEE Trans. Knowledge Data Eng. 21 (10), 1461–1474. [35] Xu, H., Li, Z., Guo, S., Chen, K., 20xx. Cloudvista Interactive and economical visual cluster analysis for big data in the cloud. Proceedings of the VLDB Endowment 5 (12), 1886–1889. [36] Yan, H., Ding, S., Suel, T.,20xx. Inverted index pression and