JP2016081368A - Possessions proposal device and possessions proposal method - Google Patents

Abstract

PROBLEM TO BE SOLVED: To propose possessions to a user's future action.SOLUTION: A possessions proposal device 1 comprises: an action statistical information storage part 14 for storing action statistical information in which past action information related to a user's action in a past travel plan, and possessions information related to user's possessions when the action was performed, are associated, being statistics based on past plan information related to a past travel plan of each of plural users; a future action information acquisition part 16 for acquiring future action information related to a user's future action; a possessions information extraction part 17 for extracting the possessions information associated with the past action information corresponding to the future action information acquired by the future action information acquisition part 16 from the action statistical information stored in the action statistical information storage part 14; and a possessions information output part 19 for outputting the possessions information extracted by the possessions information extraction part 17.SELECTED DRAWING: Figure 1

Description

  The present invention relates to an inventory proposing device and an inventory proposing method for proposing an inventory for a future action of a user.

  Conventionally, a system that proposes a travel plan that matches a desired condition input by a user is known (for example, Patent Document 1 below).

JP 2005-44173 A

  However, when the user travels according to the travel plan proposed for the above-described system, his / her belongings are insufficient and the travel may not be enjoyed.

  For example, if you want to buy a megaphone at a baseball stadium where you are traveling (going out), there is a long line, and it may take time to buy it. In that case, if I purchased a megaphone in advance, I could enjoy the trip more. Also, for example, when you go to a travel destination park in the sun, you may not be able to take a small book and read it. In that case, if I took a book that I could easily read outside, I could enjoy my trip more. Also, for example, while traveling on an overseas trip, he may not be able to sleep well because he did not carry a three-piece set of portable pillow, slippers and eye mask. When traveling on such a long-haul flight, if you brought a 3-piece set in advance, you could enjoy your trip more. Also, for example, there are cases where the ski resort at the travel destination does not have slippers, so that it is not possible to rest enough in the mountain hut. In that case, if I had my portable slippers in my ski wear, I could enjoy my trip more. For example, when going to Asia or Kyushu, soy sauce may be sweet and unacceptable to Tokyo people. In that case, I could have enjoyed the trip more if I kept dry soy sauce in my pouch. Also, for example, I stayed at a lodge in a training camp, but sometimes get tired of playing cards. In that case, if I had a party game, I could enjoy the trip more.

  It takes a lot of time and labor to conduct preliminary surveys and to prepare enough items in advance for the first visit or first activity on a trip. Also, for the first time, it is difficult to predict the necessary belongings, and it is difficult to determine the direction of the preliminary survey.

  Therefore, the present invention has been made in view of such a problem, and an object thereof is to provide an inventory proposing device and an inventory proposing method that can propose an inventory for a future action of a user.

  In order to solve the above-described problem, the inventory proposing device according to the present invention is a statistic based on past plan information related to a past travel plan of each of a plurality of users, and a past action related to a user's action taken in the past travel plan. Behavior statistical information storage means for storing behavior statistical information in which information is associated with personal belongings information about the user's belongings when the behavior is taken, and future behavior information for acquiring future behavior information about the user's future behavior Property information extraction for extracting property information associated with past behavior information corresponding to future behavior information acquired by the future behavior information acquisition means from behavior statistical information stored by the information acquisition means and behavior statistics information storage means Means and property information output means for outputting property information extracted by the property information extraction means.

  According to such an inventory proposing device, future behavior information related to the user's future behavior is acquired by the future behavior information acquisition means, and from the behavior statistics information stored by the behavior statistics information storage means by the inventory information extraction means, Property information associated with past behavior information corresponding to future behavior information is extracted, and the property information output means outputs the extracted property information. In other words, with such a configuration, it is possible to propose belongings for the user's future behavior. And since the belonging in the past plan of each of a plurality of users is used as collective intelligence when proposing the belonging, it is possible to propose the belonging that is more suitable for the future behavior of the user.

  In the inventory proposing device according to the present invention, the behavior statistical information stored by the behavior statistical information storage means is further associated with past environmental information related to the environment when the behavior is taken, and future behavior information acquisition is performed. The means acquires the future behavior information and the future environment information related to the environment when the action indicated by the future behavior information is taken, and the belongings information extraction means, from the behavior statistical information stored by the behavior statistical information storage means, It is preferable to extract belonging information associated with past behavior information and past environment information corresponding to the future behavior information and the future environment information acquired by the future behavior information acquisition unit, respectively. By adopting such a configuration, it is possible to propose belongings that take into account the environment when the action is taken when proposing belongings for the future action of the user, and therefore, suggesting belongings that are more suitable for the action be able to. For example, when weather is adopted as the environment, if the future action of the user is taken when it is sunny, the proposal is made in consideration of what was held in the past and the future action of the user is rained. If it is taken when it is raining, it can be proposed in consideration of what was in the past when it rained.

  The possession proposal device according to the present invention further includes situation information acquisition means for obtaining situation information regarding the current situation of the user, and the belonging information output means obtains the situation information from the belonging information extracted by the belonging information extraction means. It is preferable to output based on the situation information acquired by the means. By adopting such a configuration, when proposing belongings, it is possible to make a suggestion based on the current situation of the user. For example, it is possible to propose the belongings that the user should prepare now, and the convenience of the user is improved. . For example, when the user is currently in the vicinity of a store where some of the belongings indicated by the extracted belonging information can be purchased, by suggesting the part of the belongings preferentially to the user, Can encourage the purchase of some of those belongings and ensure that the belongings to be prepared are prepared.

  Further, in the belongings proposing device of the present invention, the belongings information output means includes, among the belongings information extracted by the belongings information extraction means, the behavior-specific information in the behavior statistical information in which the belongings indicated by the belongings information are stored by the behavior statistical information storage means. It is preferable to preferentially output belongings information that is belongings of By adopting such a configuration, behavior-specific belongings are preferentially proposed, so that the user can reliably prepare behavior-specific belongings. For example, for users who are accustomed to travel, the things that ordinary users bring to travel are already in their heads, so behavior-specific belongings such as special and unusual belongings are given priority. The proposed one has new discoveries and is more effective.

  In the belongings proposing device of the present invention, the behavior statistical information stored by the behavior statistical information storage means is further associated with ratio information regarding the proportion of users whose belongings are set in past travel plans. Preferably, the belonging information output means outputs the belonging information extracted by the belonging information extraction means and the ratio information associated with the belonging information in the behavior statistical information stored by the behavior statistical information storage means. . With this configuration, when proposing belongings for the user's future behavior, the proportion of users set in the past travel plan is also output, so the user can refer to the proportion to refer to the belongings. The convenience of the user is improved. For example, the user can more reliably and preferentially prepare belongings with a higher ratio, thereby reducing troubles caused by forgetting the belongings that many people take on travel and improving travel satisfaction. .

  The inventory proposing device according to the present invention further includes a future plan information input means for inputting future plan information related to a user's future travel plan, and the future action information acquisition means is a future plan input by the future plan information input means. It is preferable to acquire the future action information extracted from the information. By adopting such a configuration, the user can input the future plan information regarding the future travel plan, and the proposal of the belongings in the travel plan can be obtained, so that the convenience of the user is improved.

  In the inventory proposing device of the present invention, past plan information storage means for storing the future plan information input by the future plan information input means as past plan information, past plan information stored by the past plan information storage means, A behavior statistical information generating unit that performs statistical processing based on the past behavior information extracted from the past plan information and generates behavior statistical information, and the behavior statistical information storage unit includes the behavior statistical information generation unit. It is preferable to store the generated behavior statistical information. With such a configuration, when the user inputs future plan information, behavior statistical information that is collective intelligence is automatically generated.

  By the way, the present invention can be described as an invention of an inventory proposal device as described above, and can also be described as an invention of an inventory proposal method as follows. This is substantially the same invention only in different categories, and has the same operations and effects.

  That is, the inventory suggestion method according to the present invention is a statistic based on past plan information about past travel plans of each of a plurality of users, past behavior information about user behavior taken in the past travel plan, A property suggestion method executed by a property suggestion device comprising behavior statistics information storage means for storing behavior statistics information associated with property information related to a user's property when an action is taken. The future behavior information acquisition step for acquiring the future behavior information related to the behavior and the behavior statistical information stored by the behavior statistical information storage means are associated with the past behavior information corresponding to the future behavior information acquired in the future behavior information acquisition step. In the inventory information extraction step and the inventory information extraction step for extracting the inventory information It includes belongings information output step of outputting the issued belongings information.

  According to the present invention, it is possible to propose belongings for future actions of the user.

It is a functional block diagram of the belonging proposal apparatus which concerns on embodiment of this invention. It is a figure which shows the hardware constitutions of the possession proposal apparatus which concerns on embodiment of this invention. It is a figure which shows the example of a table of future plan information. It is a figure which shows the example of a table of past action information or future action information. It is a figure which shows the example of a table of action statistics information. It is a figure which shows the example of a table of the table information regarding the environment of specific date and place. It is a table figure which shows the example of the record of the behavior statistics information extracted by the belongings information extraction part. It is a figure which shows the example of a table of status information. It is a table figure which shows the example of the record of the behavior statistics information output by the belongings information output part 19. FIG. It is a flowchart which shows the process (property proposal method) performed with the possession proposal apparatus which concerns on embodiment of this invention.

  Hereinafter, preferred embodiments of an inventory proposing device and an inventory proposing method according to the present invention will be described in detail with reference to the drawings. In the description of the drawings, the same elements are denoted by the same reference numerals, and redundant description is omitted.

  FIG. 1 is a functional block diagram of the inventory proposing device 1. As shown in FIG. 1, the property proposing device 1 includes a future plan information input unit 10 (future plan information input unit), a past plan information storage unit 11 (past plan information storage unit), a past action extraction unit 12, and behavior statistics information generation. Unit 13 (behavioral statistic information generating unit), behavioral statistic information storing unit 14 (behavioral statistic information storing unit), future behavior extracting unit 15, future behavior information acquiring unit 16 (future behavior information acquiring unit), belonging information extracting unit 17 ( Possession information extraction means), situation information acquisition unit 18 (situation information acquisition means), and possession information output unit 19 (possession information output means).

  The inventory proposing device 1 is composed of hardware such as a CPU. FIG. 2 is a diagram illustrating an example of a hardware configuration of the belongings proposing device 1. As shown in FIG. 2, the possession proposal device 1 shown in FIG. 1 physically includes a CPU 100, a RAM 101 and a ROM 102 that are main storage devices, an input / output device 103 such as a display, a communication module 104, and an auxiliary storage device. 105 is configured as a computer system.

  The function of each functional block of the inventory proposing device 1 shown in FIG. 1 is the same as that of the input / output device 103 under the control of the CPU 100 by reading predetermined computer software on the hardware such as the CPU 100 and the RAM 101 shown in FIG. This is realized by operating the communication module 104 and the auxiliary storage device 105 and reading and writing data in the RAM 101.

  Hereinafter, each functional block of the belongings proposing device 1 shown in FIG. 1 will be described.

  The future plan information input unit 10 inputs future plan information related to the user's future travel plan, which is input from the user via the input / output device 103 or input from an external device via the network and communication module 104. To do. The future plan information input unit 10 outputs the input future plan information to the past plan information storage unit 11 and the future action extraction unit 15.

  FIG. 3 is a diagram illustrating an example of a table of future plan information. As shown in FIG. 3, the future plan information includes schedule information related to the schedule of the travel plan shown in FIG. 3A and belongings information related to the travel belongings shown in the travel plan shown in FIG. 3B. . The schedule information corresponds to one trip (for example, an overseas trip for two nights and three days) and is composed of one or more schedule records included in the trip. As shown in FIG. 3 (a), each schedule record includes schedule data indicating a visit destination, a meeting place, a departure place, an arrival place, an action, etc., and location category data that is a category of the main location of the schedule data. , Start data that is the start date and time of the schedule data, and end data that is the end date and time of the schedule data. The schedule record is not limited to the above data, and may include data managed by general schedule software. The belongings information corresponds to one schedule information and includes a list of one or more belongings to be taken for one trip indicated by the schedule information.

  The past plan information storage unit 11 stores the future plan information input by the future plan information input unit 10 as past plan information regarding past travel plans. That is, the future plan information input from one or more users (all users) has the same contents (the name is changed from the future plan information to the past plan information) and is accumulated as a history.

  The past action extraction unit 12 extracts, for each of the past plan information stored by the past plan information storage unit 11, past action information regarding the user's action taken in the past travel plan indicated by the past plan information. The past behavior extraction unit 12 outputs the extracted past behavior information to the behavior statistics information generation unit 13.

  FIG. 4 is a diagram showing a table example of past action information (or future action information described later) extracted from the future plan information shown in FIG. 3 (equivalent to the past plan information as described above) by the past action extracting unit 12. It is. In the example of the table shown in FIG. 4, it is composed of past action information of 3 records. As shown in FIG. 4, each record includes action data indicating the content of the user's action, required time data that is a time required for the action, and place data that is a main place where the action is taken. included. Each record is not limited to the above data, and may include information on other actions. A specific example of the extraction method of the past action extracting unit 12 will be described. The past action extracting unit 12 includes the schedule information included in the future plan information illustrated in FIG. “Meal” is extracted as action data of past action information from the schedule “M cafeteria” and the place category “restaurant” of the record (using table information in which the schedule data, the place category and the action data are associated in advance). And “1 hour” is extracted as the required time data of the past action information from the difference between the start time and the end time of the record, and the place of the past action information from the place category “restaurant” of the record “Restaurant” is extracted as data (extraction may be performed using table information in which location category and location data are associated in advance).

  The behavior statistical information generation unit 13 is based on the past plan information stored by the past plan information storage unit 11 and the past behavior information extracted (input) from the past plan information by the past behavior extraction unit 12. Statistical processing is performed on minutes or a part of users, and behavior statistical information is generated. The behavior statistical information is statistics based on past plan information of each of a plurality of users, past behavior information regarding the user's behavior taken in the past travel plan indicated by the past plan information, and when the behavior is taken This is information associated with belongings information about the belongings of the user. The past statistical information related to the environment when the behavior is taken may be further associated with the behavior statistical information. Moreover, the ratio information regarding the ratio of the users whose belongings are set in the past travel plans may be further associated with the behavior statistics information. The behavior statistical information generation unit 13 outputs the generated behavior statistical information to the behavior statistical information storage unit 14.

  FIG. 5 is a diagram illustrating an example of a table of behavior statistics information. Each record of the behavior statistical information shown in FIG. 5 includes behavior data, required time statistical data (for example, 10 hours or more) when the behavior is taken, location data, Percentage of inventory data related to belongings when the action was taken, weather data related to the weather (environment) when the action was taken, and statistics of users who took the action among all users who performed statistical processing Possibility data (that is, the possibility of taking the action). Each record is not limited to the above data, and may include information on other behaviors, information on the environment other than the weather, and statistical information. For example, in the example of the behavior statistics information table shown in FIG. 5, the information of the first record is “when taking a plane over 10 hours (weather is sunny), the number of users who bring books is 70”. % Exists ”.

  A specific example of the behavior statistical information generation method of the behavior statistical information generation unit 13 will be described. The behavior statistical information generation unit 13 includes, among the past behavior information of all users extracted by the past behavior extraction unit 12, the behavior data is “ Extracted past behavior information with “Move” and location data “Airplane”, calculated the required time statistical data of the behavior statistical information by performing statistical processing of the required time data included in each extracted past behavior information, and extracted The belongings indicated by the belonging information included in the past plan information from which each past behavior information is extracted are regarded as belonging data of the behavior statistics information (even if one record is created for each belonging as in the example of the table shown in FIG. Good), regarding the weather when the action is taken based on the start data or end data included in the past plan information from which the extracted past action information is extracted Information (from external devices, etc.) and statistical processing (for example, adopt the most frequent weather) as weather data of behavior statistics information, included in the past plan information from which each past behavior information is extracted The ratio information is calculated based on the belongings indicated by the belonging information to be used as the possibility data of the behavior statistical information. In addition, the acquisition process of the information regarding the weather (environment) described above may be performed by an environment extraction unit (not illustrated) included in the belongings proposal device 1. Further, when performing the acquisition process, table information related to the environment of a specific date and place as shown in FIG. 6 (stored in the possession proposal device 1 in advance or stored in an external device) is used. Information on the environment when an action is taken may be acquired.

  The behavior statistics information storage unit 14 stores behavior statistics information. More specifically, the behavior statistics information storage unit 14 stores the behavior statistics information generated (input) by the behavior statistics information generation unit 13. The behavior statistical information storage unit 14 may store (preliminarily) behavior statistical information input from the user via the input / output device 103 or input from an external device via the network and communication module 104. .

  The future action extraction unit 15 extracts, from the future plan information input by the future plan information input unit 10, future action information related to the user's action taken in the future travel plan indicated by the future plan information. The method of extracting the future action information from the future plan information by the future action extracting unit 15 is the same as the method of extracting the past action information from the past plan information by the past action extracting unit 12. The future action extraction unit 15 outputs the extracted future action information to the future action information acquisition unit 16 and the belongings information extraction unit 17.

  The future behavior information acquisition unit 16 acquires future behavior information related to the user's future behavior. Specifically, the future action information acquisition unit 16 acquires the future action information extracted (input) by the future action extraction unit 15. The future behavior information acquisition unit 16 may input future behavior information input from the user via the input / output device 103 or input from an external device via the network and the communication module 104. Further, the future action information acquisition unit 16 acquires the future action information and the future environment information related to the environment when the action indicated by the future action information is taken. A specific example of a method for acquiring future environment information by the future action information acquisition unit 16 will be described. Future plan information from which the future action information acquired by the future action information acquisition unit 16 is extracted (from the future plan information input unit 10 directly to the future Information (from an external device or the like) is acquired (predicted) on the weather when the action is taken based on the start data or the end data included in the plan information (which may include plan information). In addition, the acquisition (prediction) process of the information regarding the weather (environment) described above may be performed by an environment prediction unit (not illustrated) included in the belongings proposal device 1. The future action information acquisition unit 16 outputs the acquired future action information and future environment information (if any) to the belongings information extraction unit 17.

  The belongings information extraction unit 17 has the belongings associated with the past behavior information corresponding to the future behavior information acquired (input) by the future behavior information acquisition unit 16 from the behavior statistics information stored by the behavior statistics information storage unit 14. Extract information. Further, the belonging information extraction unit 17 corresponds to past behavior information and future environment information acquired (input) by the future behavior information acquisition unit 16 from the behavior statistical information stored by the behavior statistical information storage unit 14. Property information associated with behavior information and past environment information may be extracted. As described above, the belongings information extraction unit 17 matches (matches) the target future action information with the action statistical information that is collective intelligence, and extracts (extracts) what corresponds (matches). The property information extraction unit 17 outputs the extracted property information to the property information output unit 19.

  A specific example of the method of extracting belonging information by the belonging information extracting unit 17 will be described. As a premise, the table example shown in FIG. 5 is used as the behavior statistical information stored by the behavior statistical information storage unit 14, and 3 records are included in the table example shown in FIG. 4 as the future behavior information acquired by the future behavior information acquisition unit 16. Use the eyes "Behavior: Movement, Time required: 13 hours, Location: Airplane". In this case, the belongings information extracting unit 17 includes the behavior data shown in FIG. 5 in which the behavior data matches “move”, the required time statistical data includes “13 hours”, and the place data is “airplane”. The first record and the second record, which are records matching the above, are extracted. Then, the belongings information extraction unit 17 extracts “books” and “slippers” of the belongings data included in those records. Note that the belonging information extracting unit 17 extracts not only the belonging information but also the behavior statistical information records (the first record and the second record in the above example) that are determined to correspond to each other. The property information output unit 19 may output the property information. FIG. 7 is a table diagram illustrating an example of a record of behavior statistics information extracted by the belongings information extraction unit 17 in the above example.

  The situation information acquisition unit 18 acquires situation information regarding the current situation of the user. FIG. 8 is a diagram illustrating a table example of status information. As shown in FIG. 8, the situation information includes user data for identifying a user, situation data indicating the date until the start of the travel plan indicated in the user's future plan information, and a current location indicating the current location of the user. Data. Each record is not limited to the above data, and may include information on other situations. The situation information acquisition unit 18 outputs the acquired situation information to the belongings information output unit 19.

  The property information output unit 19 outputs the property information extracted (input) by the property information extraction unit 17 (notifies the user). For example, the belonging information output unit 19 displays the text information of “books” and “slippers” extracted as described above on the input / output device 103 or transmits them to other devices via the communication module 104. Or

  The property information output unit 19 may output the property information extracted by the property information extraction unit 17 based on the situation information acquired by the situation information acquisition unit 18. For example, the belonging information output unit 19 grasps that the target user is a predetermined day before the departure (for example, three days) based on the situation information, and proposes the contents of the suggestion that should be prepared early (the belonging information) ) Raise the priority and output. In addition, for example, the belonging information output unit 19, when the target user is at a predetermined position (for example, B department store), among the belongings indicated by the belonging information extracted by the belonging information extraction unit 17 (or the vicinity of the position) ), If there is something that can be purchased, increase the priority and output.

  The belonging information output unit 19 includes belonging information extracted by the belonging information extraction unit 17, and the belongings indicated by the belonging information are belonging to the behavior statistical information stored in the behavior statistical information storage unit 14. You may give priority to output. For example, from the table of behavior statistics information shown in FIG. 5, the possession data “book” is taken regardless of the plane or the Shinkansen when traveling long distance, but the possession data “slipper” is unique to the plane. I know that there is. In such a case, when the property information output unit 19 inputs the behavior statistical information record shown in FIG. 7 from the property information extraction unit 17, as shown in the changed behavior statistical information record shown in FIG. "Is given priority (moves to the top of the record) and output.

  The belonging information output unit 19 may output the belonging information extracted by the belonging information extraction unit 17 and the ratio information associated with the belonging information in the behavior statistical information stored by the behavior statistical information storage unit 14. Good. In the example of the table shown in FIG. 9, possibility data (ratio information) is output together with belongings data.

  Next, processing of the belonging proposal method in the belonging proposal device 1 according to the present embodiment will be described with reference to the flowchart shown in FIG.

  First, the future plan information input unit 10 inputs future plan information from the user (step S1). Next, the future action extraction unit 15 extracts the future action information from the future plan information input in S1 (step S2). Next, the future behavior information acquisition unit 16 acquires the future behavior information extracted in S2 (step S3, future behavior information acquisition step). Next, the belonging information extraction unit 17 matches the future behavior information acquired in S3 with the behavior statistical information stored in advance by the behavior statistical information storage unit 14, and extracts the belonging information (step S4, belongings). Information extraction step). Next, the belonging information output unit 19 outputs the belonging information extracted in S4 (step S5, belonging information output step).

  Next, the operation and effect of the inventory proposing device 1 configured as in the present embodiment will be described.

  According to the property proposing device 1 of the present embodiment, the future behavior information acquisition unit 16 acquires the future behavior information regarding the user's future behavior, and the property information extraction unit 17 stores the future behavior information. Property information associated with past behavior information corresponding to future behavior information is extracted from the behavior statistical information, and the property information output unit 19 outputs the extracted property information. In other words, with such a configuration, it is possible to propose belongings for the user's future behavior. And since the belonging in the past plan of each of a plurality of users is used as collective intelligence when proposing the belonging, it is possible to propose the belonging that is more suitable for the future behavior of the user.

  Further, according to the inventory proposing device 1 of the present embodiment, the behavior statistical information stored by the behavior statistical information storage unit 14 is further associated with past environmental information related to the environment when the behavior is taken. The future action information acquisition unit 16 acquires the future action information and the future environment information related to the environment when the action indicated by the future action information is taken, and the inventory information extraction unit 17 uses the behavior statistics information storage unit 14. Extracting property information associated with past behavior information and past environment information respectively corresponding to future behavior information and future environment information acquired by the future behavior information acquisition unit 16 from the stored behavior statistics information; Is preferred. By adopting such a configuration, it is possible to propose belongings that take into account the environment when the action is taken when proposing belongings for the future action of the user, and therefore, suggesting belongings that are more suitable for the action be able to. For example, when weather is adopted as the environment, if the future action of the user is taken when it is sunny, the proposal is made in consideration of what was held in the past and the future action of the user is rained. If it is taken when it is raining, it can be proposed in consideration of what was in the past when it rained.

  Moreover, according to the possession proposal apparatus 1 of this embodiment, the possession information output part 19 which further acquires the situation information acquisition part 18 which acquires the situation information regarding a user's present condition is extracted by the possession information extraction part 17. It is preferable to output the belongings information based on the situation information acquired by the situation information acquisition unit 18. By adopting such a configuration, when proposing belongings, it is possible to make a suggestion based on the current situation of the user. For example, it is possible to propose the belongings that the user should prepare now, and the convenience of the user is improved. . For example, when the user is currently in the vicinity of a store where some of the belongings indicated by the extracted belonging information can be purchased, by suggesting the part of the belongings preferentially to the user, Can encourage the purchase of some of those belongings and ensure that the belongings to be prepared are prepared.

  Also, according to the possession proposal device 1 of the present embodiment, the possession information output unit 19 stores the possession indicated by the possession information among the possession information extracted by the possession information extraction unit 17 by the behavior statistical information storage unit 14. It is preferable to preferentially output belonging information that is unique to the action in the behavior statistical information. By adopting such a configuration, behavior-specific belongings are preferentially proposed, so that the user can reliably prepare behavior-specific belongings. For example, for users who are accustomed to travel, the things that ordinary users bring to travel are already in their heads, so behavior-specific belongings such as special and unusual belongings are given priority. The proposed one has new discoveries and is more effective.

  Further, according to the belonging proposing device 1 of the present embodiment, the behavior statistical information stored by the behavior statistical information storage unit 14 further includes ratio information regarding the proportion of users whose belongings are set in a past travel plan. The property information output unit 19 is associated with the property information extracted by the property information extraction unit 17 and the ratio information associated with the property information in the behavior statistical information stored by the behavior statistical information storage unit 14. Are preferably output. With this configuration, when proposing belongings for the user's future behavior, the proportion of users set in the past travel plan is also output, so the user can refer to the proportion to refer to the belongings. The convenience of the user is improved. For example, the user can more reliably and preferentially prepare belongings with a higher ratio, thereby reducing troubles caused by forgetting the belongings that many people take on travel and improving travel satisfaction. .

  Moreover, according to the belongings proposal apparatus 1 of this embodiment, the future plan information input part 10 which inputs the future plan information regarding a user's future travel plan is further provided, and the future action information acquisition part 16 is a future plan information input part. It is preferable to acquire the future action information extracted from the future plan information input by 10. By adopting such a configuration, the user can input the future plan information regarding the future travel plan, and the proposal of the belongings in the travel plan can be obtained, so that the convenience of the user is improved.

  Further, according to the inventory proposing device 1 of the present embodiment, the past plan information storage unit 11 that stores the future plan information input by the future plan information input unit 10 as past plan information, and the past plan information storage unit 11 stores the future plan information. A behavior statistical information generation unit that performs statistical processing based on the past plan information that has been performed and past behavior information extracted from the past plan information, and generates behavior statistical information. 14 preferably stores the behavior statistical information generated by the behavior statistical information generation unit 13. With such a configuration, when the user inputs future plan information, behavior statistical information that is collective intelligence is automatically generated.

  As described above, the inventory proposal device 1 according to the present embodiment proposes inventory based on an internal factor called “action” indicating what the user has performed in the past. And according to the inventory proposing device 1 of the present embodiment, many people do not bring what to bring with what kind of environment, from what to bring, but actually The user can easily understand useful items.

  DESCRIPTION OF SYMBOLS 1 ... Property proposal apparatus, 10 ... Future plan information input part, 11 ... Past plan information storage part, 12 ... Past action extraction part, 13 ... Behavior statistics information generation part, 14 ... Behavior statistics information storage part, 15 ... Future action extraction , 16 ... Future action information acquisition unit, 17 ... Property information extraction unit, 18 ... Status information acquisition unit, 19 ... Property information output unit.

Claims (8)

Statistics based on past plan information on past travel plans of each of a plurality of users, past behavior information on user behavior taken in the past travel plan, and user belongings when the behavior is taken Behavior statistics information storage means for storing behavior statistics information associated with belongings information;
Future behavior information acquisition means for acquiring future behavior information about the user's future behavior;
Inventory information extraction means for extracting inventory information associated with past behavior information corresponding to future behavior information acquired by the future behavior information acquisition means from the behavior statistics information stored by the behavior statistics information storage means;
Property information output means for outputting property information extracted by the property information extraction means;
Equipment suggestion device equipped with. The behavior statistical information stored by the behavior statistical information storage means is further associated with past environmental information related to the environment when the behavior is taken,
The future action information acquisition means acquires future action information and future environment information related to the environment when the action indicated by the future action information is taken,
The inventory information extracting means includes past behavior information and past environment corresponding respectively to future behavior information and future environment information acquired by the future behavior information acquisition means from the behavior statistics information stored by the behavior statistics information storage means. Extract the inventory information associated with the information,
The inventory proposing device according to claim 1. It further comprises status information acquisition means for acquiring status information regarding the current status of the user,
The belongings information output means outputs the belongings information extracted by the belongings information extraction means based on the situation information acquired by the situation information acquisition means.
The belongings suggestion device according to claim 1 or 2. The belonging information output means gives priority to the belonging information that is belonging to the behavior statistical information stored in the behavior statistical information storage means among the belonging information extracted by the belonging information extraction means. Output,
The belonging suggestion apparatus as described in any one of Claims 1-3. The behavior statistic information stored by the behavior statistic information storage means is further associated with rate information regarding the proportion of users whose belongings are set in past travel plans,
The property information output means outputs the property information extracted by the property information extraction means and the ratio information associated with the property information in the behavior statistics information stored by the behavior statistics information storage means.
The belongings proposal apparatus as described in any one of Claims 1-4. It further comprises a future plan information input means for inputting future plan information related to the user's future travel plan,
The future action information acquisition means acquires the future action information extracted from the future plan information input by the future plan information input means;
The inventory proposing device according to any one of claims 1 to 5. Past plan information storage means for storing the future plan information input by the future plan information input means as past plan information;
Behavior statistical information generating means for performing statistical processing based on past plan information stored by the past plan information storage means and past behavior information extracted from the past plan information, and generating behavior statistical information;
Further comprising
The behavior statistics information storage means stores behavior statistics information generated by the behavior statistics information generation means,
The personal belonging proposal device according to claim 6. Statistics based on past plan information on past travel plans of each of a plurality of users, past behavior information on user behavior taken in the past travel plan, and user belongings when the behavior is taken A property suggestion method executed by a property suggestion device comprising behavior statistics information storage means for storing behavior statistics information associated with property information,
Future behavior information acquisition step for acquiring future behavior information related to the user's future behavior;
A property information extraction step for extracting property information associated with past behavior information corresponding to the future behavior information acquired in the future behavior information acquisition step from the behavior statistics information stored by the behavior statistics information storage means;
Property information output step for outputting property information extracted in the property information extraction step;
Proposal method including belongings.

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