基于SparkStreaming+ALS的餐饮智能推荐系统.zip资源-CSDN文库

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xml：236个

scala：10个

iml：2个

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基于Spark Streaming+ALS的餐饮智能推荐系统.zip （252个子文件）

sparktrain.iml 24KB

my_scala.iml 535B

HBaseUtils.java 3KB

LoggerGenerator.java 384B

README.md 715B

log4j.properties 481B

FoodRecommendStreamingApp.scala 6KB

CourseClickCountDAO.scala 2KB

RatingToHBase.scala 1KB

FoodToHBase.scala 1015B

UserToHBase.scala 782B

DateUtils.scala 626B

ClickLog.scala 436B

CourseClickCount.scala 306B

RatingInfo.scala 148B

FoodInfo.scala 131B

uiDesigner.xml 9KB

pom.xml 6KB

Maven__org_scala_lang_scala_library_2_11_8.xml 1KB

Maven__org_apache_hadoop_hadoop_mapreduce_client_jobclient_2_6_0_cdh5_7_0.xml 784B

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Maven__org_scala_lang_modules_scala_parser_combinators_2_11_1_0_2.xml 713B

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Maven__org_apache_spark_spark_streaming_flume_sink_2_11_2_2_0.xml 703B

Maven__com_fasterxml_jackson_module_jackson_module_paranamer_2_6_5.xml 702B

Maven__org_apache_spark_spark_streaming_kafka_0_8_2_11_2_2_0.xml 696B

Maven__org_apache_hbase_hbase_hadoop2_compat_1_2_0_cdh5_7_0.xml 689B

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Maven__org_apache_hbase_hbase_hadoop_compat_1_2_0_cdh5_7_0.xml 682B

Maven__org_apache_hadoop_hadoop_yarn_common_2_6_0_cdh5_7_0.xml 679B

Maven__org_mortbay_jetty_jetty_sslengine_6_1_26_cloudera_4.xml 679B

Maven__org_apache_hadoop_hadoop_yarn_client_2_6_0_cdh5_7_0.xml 679B

Maven__org_apache_hadoop_hadoop_annotations_2_6_0_cdh5_7_0.xml 679B

Maven__org_glassfish_jersey_bundles_repackaged_jersey_guava_2_22_2.xml 669B

Maven__org_apache_spark_spark_network_shuffle_2_11_2_2_0.xml 668B

Maven__org_apache_spark_spark_streaming_flume_2_11_2_2_0.xml 668B

Maven__org_apache_hbase_hbase_prefix_tree_1_2_0_cdh5_7_0.xml 668B

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Maven__org_apache_hadoop_hadoop_hdfs_test_jar_tests_2_6_0_cdh5_7_0.xml 661B

Maven__org_apache_spark_spark_network_common_2_11_2_2_0.xml 661B

Maven__com_fasterxml_jackson_core_jackson_annotations_2_6_5.xml 659B

Maven__org_apache_hadoop_hadoop_core_2_6_0_mr1_cdh5_7_0.xml 658B

Maven__org_apache_hadoop_hadoop_yarn_api_2_6_0_cdh5_7_0.xml 658B

Maven__com_github_stephenc_high_scale_lib_high_scale_lib_1_1_1.xml 656B

Maven__org_apache_hbase_hbase_common_tests_1_2_0_cdh5_7_0.xml 655B

Maven__org_apache_hbase_hbase_procedure_1_2_0_cdh5_7_0.xml 654B

Maven__org_glassfish_jersey_media_jersey_media_jaxb_2_22_2.xml 652B

Maven__org_apache_htrace_htrace_core4_4_0_1_incubating.xml 651B

Maven__org_apache_directory_server_apacheds_i18n_2_0_0_M15.xml 649B

Maven__org_apache_hbase_hbase_protocol_1_2_0_cdh5_7_0.xml 647B

compiler.xml 645B

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Maven__org_mortbay_jetty_jetty_util_6_1_26_cloudera_4.xml 644B

Maven__org_apache_hadoop_hadoop_common_2_6_0_cdh5_7_0.xml 644B

Maven__org_apache_flume_flume_ng_configuration_1_6_0.xml 640B

Maven__org_apache_spark_spark_mllib_local_2_11_2_2_0.xml 640B

Maven__commons_configuration_commons_configuration_1_6.xml 639B

Maven__com_fasterxml_jackson_core_jackson_databind_2_6_5.xml 638B

Maven__org_glassfish_hk2_external_javax_inject_2_4_0_b34.xml 638B

Maven__org_glassfish_hk2_osgi_resource_locator_1_0_1.xml 637B

Maven__org_apache_hbase_hbase_server_1_2_0_cdh5_7_0.xml 633B

Maven__org_apache_hbase_hbase_common_1_2_0_cdh5_7_0.xml 633B

Maven__org_apache_hbase_hbase_client_1_2_0_cdh5_7_0.xml 633B

Maven__commons_collections_commons_collections_3_2_2.xml 631B

Maven__org_apache_hadoop_hadoop_hdfs_2_6_0_cdh5_7_0.xml 630B

Maven__org_apache_directory_api_api_asn1_api_1_0_0_M20.xml 630B

Maven__org_apache_hadoop_hadoop_auth_2_6_0_cdh5_7_0.xml 630B

Maven__org_codehaus_jackson_jackson_mapper_asl_1_8_8.xml 628B

Maven__org_apache_zookeeper_zookeeper_3_4_5_cdh5_7_0.xml 628B

Maven__org_apache_spark_spark_streaming_2_11_2_2_0.xml 626B

Maven__javax_validation_validation_api_1_1_0_Final.xml 626B

Maven__org_apache_hadoop_hadoop_aws_2_6_0_cdh5_7_0.xml 623B

Maven__org_glassfish_jersey_core_jersey_server_2_22_2.xml 620B

Maven__org_glassfish_jersey_core_jersey_client_2_22_2.xml 620B

Maven__org_glassfish_jersey_core_jersey_common_2_22_2.xml 620B

Maven__org_apache_spark_spark_catalyst_2_11_2_2_0.xml 619B

Maven__org_apache_spark_spark_launcher_2_11_2_2_0.xml 619B

Maven__io_dropwizard_metrics_metrics_graphite_3_1_2.xml 618B

Maven__net_sourceforge_f2j_arpack_combined_all_0_1.xml 617B

Maven__org_codehaus_jackson_jackson_core_asl_1_8_8.xml 614B

Maven__org_apache_curator_curator_framework_2_7_1.xml 613B

Maven__javax_annotation_javax_annotation_api_1_2.xml 612B

Maven__org_codehaus_janino_commons_compiler_3_0_0.xml 610B

Maven__com_fasterxml_jackson_core_jackson_core_2_6_5.xml 610B

Maven__org_mortbay_jetty_jetty_6_1_26_cloudera_4.xml 609B

Maven__commons_beanutils_commons_beanutils_1_7_0.xml 609B

Maven__org_scala_lang_modules_scala_xml_2_11_1_0_2.xml 608B

Maven__org_apache_commons_commons_compress_1_4_1.xml 606B

Maven__org_fusesource_leveldbjni_leveldbjni_all_1_8.xml 606B

共 252 条

# 基于 Spark Streaming + ALS 的餐饮推荐系统 ## 概述基于大数据的餐饮推荐系统，整体采用Lambda架构，读取餐饮评分数据并通过Spark的MLlib中的ALS建立推荐模型之后进行推荐。这里是推荐引擎的代码，分为离线推荐和实时推荐。 ## 总结说明 [说明地址](https://www.cnblogs.com/share23/articles/9589239.html) ## 系统流程图 ![系统流程图](https://upload-images.jianshu.io/upload_images/10228133-e8d8b4a658c84a49.jpg?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ## 最终效果 ![效果图](https://upload-images.jianshu.io/upload_images/10228133-0d91e67c4db89752.jpg?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

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