技术领域technical field
本发明涉及移动互联网技术领域，尤其涉及一种信息推荐方法和系统。The present invention relates to the technical field of mobile Internet, in particular to an information recommendation method and system.
背景技术Background technique
随着社会的发展和生活质量的提高，越来越多的人会因旅游或者商务的需要去往一些陌生的环境。人们在面临陌生环境时，很多问题也随之而来，譬如“我在哪？”、“怎样才能从这里到达另一个地方？”、“可以去哪吃午餐？”、“如何使用本地语言来进行表达？”等等。然而，由于自身知识和手头材料有限，处于在陌生环境中的人通常需要耗费很长时间来找到这些问题的答案。With the development of society and the improvement of quality of life, more and more people will go to some unfamiliar environments for tourism or business needs. When people face an unfamiliar environment, many questions arise, such as "Where am I?", "How can I get from here to another place?", "Where can I go for lunch?", "How to use the local language to express?" and so on. However, due to limited knowledge and materials at hand, it usually takes a long time for people in unfamiliar environments to find answers to these questions.
针对这样的问题，目前已开发出一些产品和平台用于进行定位以及信息推荐，如Google Goggles平台和点评APP（例如大众点评网）。In response to such problems, some products and platforms have been developed for positioning and information recommendation, such as Google Goggles platform and review APP (such as Dianping.com).
图1示出了Google Goggles的应用界面，Google Goggles是一种新的搜索形式，该搜索允许web浏览者或者智能移动终端（又称移动装置）用户通过上传图片来进行检索，该检索形式甚至无需用户键入文字，只需拍摄上传照片。Google Goggles可适用于那些配备了内置摄像头和安装了Android1.6或更高操作系统的移动装置。根据用户上传的照片，Google Goggles可使用图像识别技术来识别对象并且返回相应的搜索结果，例如，可以识别产品、著名路标、商店、艺术品以及在线发现的流行图像。除此之外，Goggles还可用英语、法语、意大利语、德语、西班牙语、葡萄牙语或俄语进行翻译。根据最新版本的GoogleGoggles，可实现用户的下列需求：使用Goggles扫描条形码获得产品信息；扫描QR码（QuickResponse，快速反应）以提取信息；识别著名路标；翻译所拍摄的照片上的外语文本；通过扫描商务名片或QR码来添加联系人；使用光学字符识别技术（OCR）扫描文本；识别绘画、书籍、DVD、CD以及二维图像；以及解决数独题等。但是，Google Goggles目前无法根据用户上传的照片进一步识别对象的位置。Figure 1 shows the application interface of Google Goggles. Google Goggles is a new search form that allows web browsers or smart mobile terminal (also known as mobile device) users to search by uploading pictures. Users type text, just take and upload photos. Google Goggles is available for mobile devices with a built-in camera and Android 1.6 or higher operating system. Based on photos uploaded by users, Google Goggles can use image recognition technology to identify objects and return corresponding search results. For example, it can identify products, famous landmarks, shops, artwork and popular images found online. In addition, Goggles can also be translated into English, French, Italian, German, Spanish, Portuguese or Russian. According to the latest version of Google Goggles, the following needs of users can be realized: use Goggles to scan barcodes to obtain product information; scan QR codes (Quick Response, Quick Response) to extract information; recognize famous road signs; Business cards or QR codes to add contacts; scan text using optical character recognition (OCR); recognize drawings, books, DVDs, CDs, and 2D images; and solve Sudoku puzzles, among other things. However, Google Goggles is currently unable to further identify the location of objects based on user-uploaded photos.
点评APP是点评网的智能手机应用，其可以基于地理位置信息发现本地餐馆、旅店和商店；进行GPS检索；提供商店电话号码地址和地图、评论；提供主要城市的优惠券；并且具有记录和分享等功能。Dianping APP is a smart phone application of Dianping.com, which can discover local restaurants, hotels and stores based on geographic location information; perform GPS retrieval; provide store phone number addresses and maps, reviews; provide coupons for major cities; and have records and sharing and other functions.
发明内容Contents of the invention
申请人发现现有的技术都不能直接根据用户上传的照片来向用户提供一定的有针对性的推荐信息。The applicant found that none of the existing technologies can provide users with certain targeted recommendation information directly based on the photos uploaded by the users.
本发明的实施例提供一种信息推荐方法，该方法包括：获取用户感兴趣的物体的图像数据；根据所述图像数据识别物体；获取与该物体相关的推荐信息并发送给所述用户。这里用户感兴趣的物体可是是用户所在位置附近的物体，也可以是其他地方的物体。An embodiment of the present invention provides an information recommendation method, which includes: acquiring image data of an object of interest to a user; identifying the object according to the image data; acquiring recommendation information related to the object and sending it to the user. Here, the object of interest to the user may be an object near the user's location, or may be an object in other places.
优选，上述方法进一步包括：获取描述所述用户感兴趣的物体所在地理位置的信息，并根据所述地理位置信息使用地图服务来定位物体。这里地理位置的信息可以是文本信息。Preferably, the above method further includes: obtaining information describing the geographic location of the object of interest to the user, and using a map service to locate the object according to the geographic location information. Here, the information of the geographic location may be text information.
优选，上述方法还包括：判断根据所述图像数据识别出的物体和根据所述地理位置信息定位的物体是否一致：当判断的结果为一致时，以根据所述图像数据识别出的物体或者以根据所述地理位置信息定位的物体为准；当判断的结果为不一致时，以根据所述图像数据识别出的物体为准。Preferably, the above method further includes: judging whether the object identified according to the image data is consistent with the object located according to the geographic location information: when the judgment result is consistent, the object recognized according to the image data or the object positioned according to the location information The object positioned according to the geographic location information shall prevail; if the judgment result is inconsistent, the object identified according to the image data shall prevail.
优选在上述方法中，根据所识别出的物体获得与该物体相关的推荐信息包括：在数据库中搜索与识别出的物体相关的信息；选取搜索到的信息中的部分信息作为推荐信息。Preferably, in the above method, obtaining recommended information related to the object according to the identified object includes: searching a database for information related to the identified object; selecting part of the searched information as recommended information.
优选，选取搜索到的信息中的部分信息作为推荐信息包括：基于用户的定制信息在搜索到的物体相关信息中选取信息作为推荐信息。Preferably, selecting part of the searched information as the recommended information includes: selecting information from the searched object-related information as the recommended information based on the customized information of the user.
优选，发送给用户的推荐信息能够用任何语言描述。Preferably, the recommendation information sent to the user can be described in any language.
本发明的实施例还提供一种信息推荐系统，该系统包括：发送/接收模块，用于获取用户感兴趣的物体的图像数据；数据分析模块，用于根据所述图像数据识别物体；和数据推荐模块，获取与所述物体相关的推荐信息；其中，所述发送/接收模块还用于将推荐信息发送给所述用户。An embodiment of the present invention also provides an information recommendation system, which includes: a sending/receiving module for acquiring image data of an object of interest to the user; a data analysis module for identifying the object according to the image data; and data A recommendation module is configured to acquire recommendation information related to the object; wherein, the sending/receiving module is also configured to send the recommendation information to the user.
优选，所述发送/接收模块还用于获取描述所述用户感兴趣的物体所在地理位置的信息，并根据所述地理位置信息使用地图服务来定位物体。Preferably, the sending/receiving module is further configured to obtain information describing the geographic location of the object of interest to the user, and use a map service to locate the object according to the geographic location information.
优选，所述数据分析模块还用于判断根据所述图像数据识别出的物体和根据所述地理位置信息定位的物体是否一致：当判断的结果为一致时，以根据所述图像数据识别出的物体或者以根据地理位置信息定位的物体为准；当判断的结果为不一致时，以根据所述图像数据识别出的物体为准。Preferably, the data analysis module is also used to judge whether the object identified according to the image data is consistent with the object positioned according to the geographic location information: when the judgment result is consistent, the object identified according to the image data The object or the object located according to the geographic location information shall prevail; if the judgment result is inconsistent, the object identified according to the image data shall prevail.
优选，所述数据推荐模块在数据库中搜索与识别出的物体相关的信息；选取搜索到的信息中的部分信息作为推荐信息。Preferably, the data recommendation module searches the database for information related to the identified object; selects part of the searched information as recommended information.
优选，所述数据推荐模块选取搜索到的信息中的部分信息作为推荐信息包括：基于用户的定制信息在搜索到的物体相关信息中选取信息作为推荐信息。Preferably, the selecting part of the searched information by the data recommendation module as the recommended information includes: selecting information from the searched object-related information as the recommended information based on the user's customized information.
本发明的有益效果在于：用户可通过上传其感兴趣的物体的照片而直接获得与该照片相关的推荐信息，方便用户了解陌生事物；此外，结合用户上传的物体的地理位置信息来验证上传的照片，使得得到的推荐信息更准确。The beneficial effect of the present invention is that: users can directly obtain the recommendation information related to the photos by uploading the photos of the objects they are interested in, which is convenient for the users to know about strange things; in addition, the uploaded objects can be verified by combining the geographical location information of the objects uploaded by the users. photos, making the recommended information more accurate.
附图说明Description of drawings
以下附图旨在对本发明做示意性说明和解释，并不限定本发明的范围。其中，The following drawings are intended to illustrate and explain the present invention schematically, but not to limit the scope of the present invention. in,
图1是Google Goggles的应用界面示意图；Figure 1 is a schematic diagram of the application interface of Google Goggles;
图2是根据本发明一个实施例的一种信息推荐方法流程图；FIG. 2 is a flowchart of an information recommendation method according to an embodiment of the present invention;
图3是根据本发明一个实施例的用户感兴趣的物体的图像数据。FIG. 3 is image data of an object of interest to a user according to an embodiment of the present invention.
具体实施方式Detailed ways
为了对本发明的技术特征、目的和效果有更加清楚的理解，现对照附图说明本发明的具体实施方式。In order to have a clearer understanding of the technical features, purposes and effects of the present invention, the specific implementation manners of the present invention will now be described with reference to the accompanying drawings.
可以利用包括移动终端和服务器的系统来实施本发明的信息推荐方法。其中，移动终端用于收集物体的图像数据并且将图像数据上传至服务器。下面详细说明本发明的信息推荐方法。图2示出了该方法的三个步骤：The information recommendation method of the present invention can be implemented by using a system including a mobile terminal and a server. Wherein, the mobile terminal is used to collect the image data of the object and upload the image data to the server. The information recommendation method of the present invention will be described in detail below. Figure 2 illustrates the three steps of the method:
步骤201：获取用户感兴趣的物体（或者称对象）的图像数据。Step 201: Obtain image data of an object (or object) that a user is interested in.
用户可通过具有内置摄像头的移动装置，如手机等，拍摄其感兴趣的物体的照片（例如图3所示的照片），然后将照片上传到服务器上。或者也可以在网络上寻找用户感兴趣的物体的图像。这里的物体例如可以为用户附近的路标、商店的招牌、城市雕塑、艺术品等。其中，路标可能是用当地语言（或者非用户使用的语言）进行标注的。在一个实施例中，还可以获取描述上述物体所在地理位置的信息。可以用汉语、英语、法语等任何语言表达该信息。优选，该地理位置信息是文本信息。例如，用户可以通过手机输入其感兴趣的物体的位置信息，并通过互联网发送给上面的服务器。A user can take a photo of an object of interest (such as the photo shown in FIG. 3 ) through a mobile device with a built-in camera, such as a mobile phone, and then upload the photo to the server. Alternatively, it is also possible to search for images of objects of interest to the user on the Internet. The objects here may be, for example, road signs near the user, shop signs, urban sculptures, artworks, and the like. Among them, the road signs may be marked in the local language (or a language other than the user's). In an embodiment, information describing the geographic location of the above-mentioned object may also be obtained. The information may be expressed in any language such as Chinese, English, French, etc. Preferably, the geographic location information is text information. For example, a user can input the location information of an object of interest through a mobile phone, and send it to the above server through the Internet.
步骤202：根据上述图像数据来识别物体。Step 202: Recognize the object according to the above image data.
服务器接收到用户上传的照片后，对这些照片进行处理。可使用图像识别技术来识别该照片中的信息，进而识别出用户感兴趣的物体。通过图像识别技术，可识别出上传照片中包含的物品、建筑等。如果图像中包括文字信息，例如，路标上的文本信息等，服务器还可以通过图像识别技术中的光学字符识别来识别图像中的文字信息。在一个实施例中，可通过与图像数据库中的图像进行匹配来识别图像中的物体，该图像数据库可存储大量的关于标志、建筑物、艺术品等的信息。After receiving the photos uploaded by the user, the server processes these photos. Image recognition technology can be used to identify information in the photo, and then identify objects of interest to the user. Through image recognition technology, objects, buildings, etc. contained in uploaded photos can be identified. If the image includes text information, for example, text information on road signs, etc., the server may also recognize the text information in the image through optical character recognition in image recognition technology. In one embodiment, objects in the image can be identified by matching with images in an image database, which can store large amounts of information about signs, buildings, artwork, and the like.
如果所上传的照片中的建筑物、标注、艺术品等是独一无二的，即图像数据库中只有一个建筑物、标志、艺术品等与上传的照片中的物体匹配，则仅根据图像数据就可以识别或确定物体。相反则还需要其他信息来识别或确定物体。因此，在进一步的实施例中，还可以上传关于上述物体地理位置的文本信息。服务器可根据该文本信息使用第三方地图服务来定位物体（即用户的地理位置，用户所在位置的建筑物、路标等），从而与根据用户上传的图像数据确定的物体相互验证，以便更准确地定位物体。在一个实施例中，当根据用户上传的图像数据确定的物体与根据上传的文本信息确定的物体一致时，则得到最终确定的物体；当根据用户上传的图像数据确定的物体与根据上传的文本信息确定的物体不一致时，以图像数据确定的物体为准。在这种情况下，还可以给予用户提示：照片与地理位置信息不符。在一个实施例中，可通过移动终端的定位服务来确定物体的地理位置信息，例如可以通过用户手机的定位服务确定物体的地理位置信息。If the building, annotation, artwork, etc. in the uploaded photo is unique, i.e. only one building, sign, artwork, etc. in the image database matches the object in the uploaded photo, it can be identified based on the image data alone or identify objects. Instead, other information is required to identify or determine the object. Therefore, in a further embodiment, text information about the geographic location of the above object can also be uploaded. The server can use the third-party map service to locate the object (that is, the user's geographic location, the building where the user is located, the road sign, etc.) Locate objects. In one embodiment, when the object determined according to the image data uploaded by the user is consistent with the object determined according to the uploaded text information, the finally determined object is obtained; when the object determined according to the image data uploaded by the user is consistent with the object determined according to the uploaded text When the objects identified by the information are inconsistent, the objects identified by the image data shall prevail. In this case, a prompt may also be given to the user: the photo does not match the geographic location information. In one embodiment, the geographic location information of the object can be determined through the positioning service of the mobile terminal, for example, the geographic location information of the object can be determined through the positioning service of the user's mobile phone.
步骤203：获取与上述物体相关的推荐信息，将该推荐信息发送给用户。Step 203: Obtain recommendation information related to the above object, and send the recommendation information to the user.
服务器可以根据步骤202中识别出的物体在数据库中搜索与该物体相关的信息。数据库可以是用于检索各种事物信息的任何数据库，诸如百度百科或维基百科等。该检索的结果可能包括该物体的多个方面，以照片中的物体为一个建筑物为例，检索的结果可以包括该建筑物的位置、功能、历史、，甚至在该建筑物中活动的人，附近的基础设施（餐馆、旅店、交通、医院、学校等）。由于相关的信息量可能过大，而用户也不需要所有的这些信息，因而，在一个实施例中，服务器根据预定的推荐策略，筛选出其中一些信息返回给用户。例如，如果用户上传麦当劳快餐店的照片，且拍照时间是12：00am。如果预订的策略是根据用户上传照片的时间推荐相关信息，则服务器判断出该上传时间适于进行午餐，则服务器将推荐关于用餐的更多信息。还可以基于用户搜索的历史记录来推测该用户的爱好，进而根据用户爱好筛选出用户所需的信息。在其他实施例中，还可以根据用户的定制信息来筛选用户所需的相关信息。例如，用户可定制仅寻找附近的餐馆，用户可在上传图像数据时同时上传其定制信息。According to the object identified in step 202, the server may search the database for information related to the object. The database can be any database used to retrieve information about various things, such as Baidu Baike or Wikipedia. The search results may include multiple aspects of the object. Taking the object in the photo as a building as an example, the search results may include the building's location, function, history, and even the people who are active in the building. , nearby infrastructure (restaurants, hotels, transport, hospitals, schools, etc.). Since the amount of relevant information may be too large, and the user does not need all of the information, in one embodiment, the server screens out some of the information and returns it to the user according to a predetermined recommendation strategy. For example, if a user uploads a photo of a McDonald's fast food restaurant, and the photo is taken at 12:00am. If the reservation strategy is to recommend related information based on the time when the user uploads the photo, and the server judges that the upload time is suitable for lunch, the server will recommend more information about the meal. It is also possible to infer the user's hobbies based on the user's search history, and then filter out the information required by the user according to the user's hobbies. In other embodiments, the relevant information required by the user may also be screened according to the customized information of the user. For example, users can customize to only search for nearby restaurants, and users can upload their customized information when uploading image data.
返回给用户的推荐信息可以以任何语言来显示。例如，可以应用Googletranslate等技术来进行语言的翻译。在一个实施例中，服务器可根据用户上传的文本信息判断用户使用的语言，并且以该语言返回推荐信息。The recommended information returned to the user can be displayed in any language. For example, technologies such as Google translate can be used for language translation. In one embodiment, the server can determine the language used by the user according to the text information uploaded by the user, and return recommendation information in this language.
本发明的一个实施例还提供一种信息推荐系统，其包括发送/接收模块，用于获取用户感兴趣的物体的图像数据，该发送/接收模块可以是设置在移动终端中的功能模块。上述系统还包括数据分析模块和数据推荐模块，这两个模块可以是设置在服务器上的功能模块。数据分析模块用于根据所述图像数据识别物体；数据推荐模块获取与该物体相关的推荐信息。上述发送/接收模块还用于将推荐信息发送给所述用户。An embodiment of the present invention also provides an information recommendation system, which includes a sending/receiving module for acquiring image data of an object of interest to a user, and the sending/receiving module may be a functional module set in a mobile terminal. The above system also includes a data analysis module and a data recommendation module, these two modules may be functional modules set on the server. The data analysis module is used to identify the object according to the image data; the data recommendation module obtains recommendation information related to the object. The above sending/receiving module is also used to send recommendation information to the user.
上述服务器还可以包括一个数据库。数据库可用于存储各种物体的相关信息，例如，建筑物的名称、位置、周边环境信息等等。在一个实施例中，可使用第三方数据库（如维基百科等）。The above server may also include a database. Databases can be used to store information about various objects, such as building names, locations, surrounding environment information, and so on. In one embodiment, third-party databases (such as Wikipedia, etc.) may be used.
当图像数据中用户感兴趣的物体不唯一时，数据收集模块还适于允许用户输入对上述物体地理位置的描述。例如北京市有多家外形相像的麦当劳餐厅，仅仅通过照片匹配无法识别用户感兴趣的具体是哪一家麦当劳餐厅。在此种情况下可以让用户输入对其感兴趣的麦当劳餐厅的地理位置。服务器的数据分析模块还可以包括地图服务模块，可以利用例如Google Maps等第三方地图服务，根据用户输入的地理位置信息来定位物体。在进一步的实施例中，数据分析模块还用于判断根据照片识别出的物体和根据所述地理位置信息定位的物体是否一致，以进行验证，从而最终确定物体。如果判断结果为不一致，则以根据图片确定的为准。通过相互验证，能够提高识别物体的准确度。When the object of interest to the user in the image data is not unique, the data collection module is further adapted to allow the user to input a description of the geographic location of the object. For example, there are many similar-looking McDonald's restaurants in Beijing, and it is impossible to identify which McDonald's restaurant the user is interested in only through photo matching. In this case, let the user enter the geographic location of the McDonald's restaurant they are interested in. The data analysis module of the server can also include a map service module, which can use third-party map services such as Google Maps to locate objects according to the geographic location information input by the user. In a further embodiment, the data analysis module is also used to determine whether the object identified according to the photo is consistent with the object located according to the geographic location information for verification, so as to finally determine the object. If the judgment result is inconsistent, the one determined from the picture shall prevail. Through mutual verification, the accuracy of recognizing objects can be improved.
在数据库中可以搜索关于识别出的物体的信息。但是这些信息中的大部分可能都不是用户所需的信息。因而，可以通过服务器部分的数据推荐模块，对搜索所得到的各种信息进行筛选，获得推荐信息。数据推荐模块中可存储预定的推荐策略用于筛选信息。例如可以根据图像数据上传时间来判断用户所需的信息。在一个实施例中，可根据在服务器中存储的用户搜索历史记录来判断用户的喜好，根据用户喜好筛选出用户所需信息作为推荐信息。在另一个实施例中，可根据用户定制信息来选取推荐信息，该定制信息可在移动终端部分的发送/接收模块发送图像数据时一并发送。根据推荐策略筛选推荐给用户的信息使得推荐给用户的信息量减少，更有针对性，能更好的满足用户的需求。和点评APP相比，本发明的上述实施例能够根据用户的需求推荐信息，而不是推荐和一个地理位置相关的所有信息。The database can be searched for information about the recognized objects. But most of this information may not be what the user needs. Therefore, through the data recommendation module of the server part, various information obtained through searching can be screened to obtain recommended information. Predetermined recommendation strategies can be stored in the data recommendation module for filtering information. For example, the information required by the user can be determined according to the upload time of the image data. In one embodiment, the user's preference can be determined according to the user's search history stored in the server, and the information required by the user can be screened out as the recommended information according to the user's preference. In another embodiment, the recommended information can be selected according to the customized information of the user, and the customized information can be sent together when the sending/receiving module of the mobile terminal part sends the image data. Screening the information recommended to the user according to the recommendation strategy reduces the amount of information recommended to the user, is more targeted, and can better meet the needs of the user. Compared with Dianping APP, the above embodiments of the present invention can recommend information according to the needs of users, instead of recommending all information related to a geographic location.
在一个实施例中，服务器可接收以任何语言描述的文本信息，并且可以将推荐信息以任何语言发送给用户。在进一步的实施例中，服务器采用从移动终端上传的文本信息的语言想用户发送推荐信息。In one embodiment, the server can receive text information described in any language, and can send recommendation information to users in any language. In a further embodiment, the server sends recommendation information to the user in the language of the text information uploaded from the mobile terminal.
下面以手机拍摄的西门子中心照片（如图3所示）为例，描述使用本发明提供的信息推荐方法来获得推荐信息的过程：Taking the picture of Siemens Center taken by a mobile phone (as shown in Figure 3) as an example, the process of using the information recommendation method provided by the present invention to obtain recommended information is described below:
首先，用户将该西门子中心的照片通过移动终端上传至服务器；First, the user uploads the photo of the Siemens Center to the server through the mobile terminal;
接着，服务器对该照片进行分析，识别图中的建筑物；Then, the server analyzes the photo to identify the buildings in the picture;
通过搜索数据库得到与上述建筑物相关的信息，选取出其中一部分信息作为推荐信息。The information related to the above-mentioned buildings is obtained by searching the database, and a part of the information is selected as the recommended information.
最后，向用户发送下列推荐信息：Finally, send the user the following recommendation:
建筑物名称：西门子（中国）有限公司Building Name: Siemens (China) Co., Ltd.
建筑物说明：该建筑物是西门子中心，123米高，占地1500平方米，包括30层塔楼和额外的5层裙房，该建筑物具有突出的弧形玻璃幕墙。对该建筑物的投资大约为1亿欧元，由西门子不动产负责该建筑物。Building Description: The building is the Siemens Center, 123 meters high, covering an area of 1500 square meters, including a 30-story tower and an additional 5-story podium, the building has a prominent curved glass curtain wall. The investment in the building is approximately EUR 100 million, and Siemens Real Estate is responsible for the building.
地址：中国、北京、朝阳区、望京南路7号，100102。Address: China, Beijing, Chaoyang District, No. 7 Wangjing South Road, 100102.
公共交通：131、470、677、701、运通101、运通104，花家地北里站……Public transportation: 131, 470, 677, 701, Express 101, Express 104, Huajiadi Beili Station...
附近餐馆：KFC、麦当劳、顺天府……Nearby restaurants: KFC, McDonald's, Shuntianfu...
附近旅店：如家快捷酒店（花家地分店）Nearby hotel: Home Inn (Huajiadi Branch)
其他……other……
在上述步骤中，用户也可以通过手机输入该建筑物的地理位置信息。本发明的上述信息推荐方法会分析地理位置信息，定位该建筑物。如果用户通过移动终端上传其定制信息：只是需要上传对象附近公共旅店信息，则上面的公共交通、附近餐馆、服务器就不会将附近旅店等信息推荐给用户。In the above steps, the user may also input the geographic location information of the building through the mobile phone. The above-mentioned information recommendation method of the present invention analyzes the geographic location information to locate the building. If the user uploads its customized information through the mobile terminal: it only needs to upload the information of public hotels near the object, then the above public transportation, nearby restaurants, and servers will not recommend information such as nearby hotels to the user.
可见，采用本发明提供的信息推荐方法和系统，使得用户仅通过上传（例如经由移动终端）其感兴趣的物体的照片就可以获得该物体及其周围环境的信息（例如餐馆信息、交通信息等），使得用户无需花费太多时间和精力就能更好地了解他们感兴趣的物体及其周围环境的信息，不但能方便用户的出行，还帮助用户更好地适应陌生环境。It can be seen that with the information recommendation method and system provided by the present invention, users can obtain information about the object and its surrounding environment (such as restaurant information, traffic information, etc.) ), so that users can better understand the information of the objects they are interested in and their surrounding environment without spending too much time and energy, which not only facilitates the travel of users, but also helps users better adapt to unfamiliar environments.
虽然本说明书是按照各个实施例描述的，但并非每个实施例仅包含一个独立的技术方案，说明书的这种叙述方式仅仅是为清楚起见，本领域技术人员应当将说明书作为一个整体，各实施例中的技术方案也可以经适当组合，形成本领域技术人员可以理解的其他实施方式。Although this description is described according to various embodiments, not each embodiment only includes an independent technical solution. This description of the description is only for clarity, and those skilled in the art should take the description as a whole, and each implementation The technical solutions in the examples can also be properly combined to form other implementations that can be understood by those skilled in the art.
以上所述仅为本发明示意性的具体实施方式，并非用以限定本发明的范围。任何本领域的技术人员，在不脱离本发明的构思和原则的前提下所作的等同变化、修改与结合，均应属于本发明保护的范围。The above descriptions are only illustrative specific implementations of the present invention, and are not intended to limit the scope of the present invention. Any equivalent changes, modifications and combinations made by those skilled in the art without departing from the concept and principle of the present invention shall fall within the protection scope of the present invention.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310109984.2ACN104077329B (en) | 2013-03-29 | 2013-03-29 | A kind of information recommendation method and system |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310109984.2ACN104077329B (en) | 2013-03-29 | 2013-03-29 | A kind of information recommendation method and system |
| Publication Number | Publication Date |
|---|---|
| CN104077329A CN104077329A (en) | 2014-10-01 |
| CN104077329Btrue CN104077329B (en) | 2018-04-03 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201310109984.2AExpired - Fee RelatedCN104077329B (en) | 2013-03-29 | 2013-03-29 | A kind of information recommendation method and system |
| Country | Link |
|---|---|
| CN (1) | CN104077329B (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107203573A (en)* | 2016-03-18 | 2017-09-26 | 百度在线网络技术（北京）有限公司 | A kind of information-pushing method and device based on focus information |
| CN106021533A (en)* | 2016-05-25 | 2016-10-12 | 北京小米移动软件有限公司 | Application pushing method and device |
| CN106095800A (en)* | 2016-05-27 | 2016-11-09 | 珠海市魅族科技有限公司 | A kind of information recommendation method and terminal |
| CN110941739A (en)* | 2018-09-22 | 2020-03-31 | 北京微播视界科技有限公司 | Media file recommendation method and device, media file server and storage medium |
| CN109495784A (en)* | 2018-11-29 | 2019-03-19 | 北京微播视界科技有限公司 | Information-pushing method, device, electronic equipment and computer readable storage medium |
| CN111292153B (en)* | 2018-12-10 | 2024-04-09 | 北京京东尚科信息技术有限公司 | Information recommendation method, device, system and storage medium |
| CN112035751B (en)* | 2020-09-30 | 2024-11-05 | 北京百度网讯科技有限公司 | Information recommendation method, device, equipment and storage medium |
| CN114781557B (en)* | 2022-06-23 | 2022-09-09 | 展讯通信（上海）有限公司 | Image information acquisition method and device and computer-readable storage medium |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101615961A (en)* | 2008-06-24 | 2009-12-30 | 华为技术有限公司 | Media content recommendation method, device and system |
| CN101924992A (en)* | 2010-07-30 | 2010-12-22 | 中国电信股份有限公司 | Method, system and equipment for acquiring scene information through mobile terminal |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7474959B2 (en)* | 2004-10-08 | 2009-01-06 | Scenera Technologies, Llc | Method for providing recommendations using image, location data, and annotations |
| JP5357432B2 (en)* | 2008-02-12 | 2013-12-04 | サイジニア株式会社 | Information processing apparatus, information processing method, and program |
| CN101340661B (en)* | 2008-08-14 | 2011-12-28 | 北京中星微电子有限公司 | Guide control implementing mobile apparatus and server, guide control method |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101615961A (en)* | 2008-06-24 | 2009-12-30 | 华为技术有限公司 | Media content recommendation method, device and system |
| CN101924992A (en)* | 2010-07-30 | 2010-12-22 | 中国电信股份有限公司 | Method, system and equipment for acquiring scene information through mobile terminal |
| Publication number | Publication date |
|---|---|
| CN104077329A (en) | 2014-10-01 |
| Publication | Publication Date | Title |
|---|---|---|
| CN104077329B (en) | A kind of information recommendation method and system | |
| Vu et al. | Tourist activity analysis by leveraging mobile social media data | |
| US11698261B2 (en) | Method, apparatus, computer device and storage medium for determining POI alias | |
| JP6569313B2 (en) | Method for updating facility characteristics, method for profiling a facility, and computer system | |
| US9792368B1 (en) | Dynamic map synchronization | |
| US8947421B2 (en) | Method and server computer for generating map images for creating virtual spaces representing the real world | |
| JP5334911B2 (en) | 3D map image generation program and 3D map image generation system | |
| JP2011528454A (en) | Machine-readable representation of geographic information | |
| CN103631888B (en) | Multi-data source data searching method and device based on positions | |
| KR20130090612A (en) | Method and system for providing location based contents by analyzing keywords on social network service | |
| JP2010009315A (en) | Recommended store presentation system | |
| Mainka et al. | Mobile application services based upon open urban government data | |
| EP1879118A1 (en) | Search server | |
| CN104182486B (en) | Electronic map shows method and apparatus | |
| CN107025246B (en) | A method and device for identifying a target geographic area | |
| KR102229691B1 (en) | Location based service based public participation type social media service connected to local store contents | |
| JP2002312381A (en) | Positional information system | |
| JP6081702B2 (en) | Information processing apparatus, information processing method, and program | |
| JP5727541B2 (en) | Purpose visit facility information providing apparatus, method and program | |
| CN102713910B (en) | Dictionary generating device, dictionary generating method | |
| KR20140136085A (en) | A method for mapping geographical location-based information and an information gathering method thereby | |
| KR102358533B1 (en) | Restaurant Information Service Providing System and Method | |
| KR101509209B1 (en) | Apparatus of providing searching service, and method of providing searching service | |
| Fazal et al. | Social media data for content creation in location-based games | |
| JP6403842B1 (en) | Information processing apparatus, content providing system, information processing method, and program |
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee | Granted publication date:20180403 Termination date:20190329 |