JP3996175B2 - Recommended program extraction device, recommended program extraction method, and recommended program extraction program - Google Patents

Description

  The present invention relates to a recommended program extraction apparatus and a recommended program extraction method for extracting a recommended program (for example, a recommended recording program or a recommended viewing program) from broadcast programs scheduled to be broadcast using program information related to the broadcast program. .

  In the broadcast program recording method, program information is read from the recording history of a program recorded in the past, a program having the same information as the read program information is searched from the broadcast schedule information, and based on this search result Some of them are reserved for recording (see, for example, Patent Document 1). In addition, as another recording method, there is a method in which the user's preference is grasped from the user's operation history, a program that matches the user's preference is searched, and reservation recording is performed based on the search result (for example, Patent Document 2). reference). As another recording method, there is also a method in which a user designates a condition of a program for which a recording reservation is desired in advance, periodically searches broadcast schedule information, and automatically records a program that meets the condition (for example, a patent) Reference 3).

JP 2001-257974 A (paragraphs 0029-0031, FIG. 1) JP 2001-84420 A (paragraphs 0056-0057, FIGS. 1 and 12) JP-A-7-121935 (paragraphs 0014-0016, FIG. 1)

  However, the above-described conventional method only recommends a program to be recorded based on the past recording / playback history, the past operation history, or the content input by the user from the reservation means, and the user's preference and interest There is a problem that programs corresponding to the program or programs worth recording are not recommended.

  Therefore, the present invention has been made to solve the above-described problems of the prior art, and the purpose of the present invention is to broadcast a broadcast scheduled according to the user's preference and interest or according to the value of the broadcast program itself. To provide a recommended program extracting apparatus and a recommended program extracting method capable of automatically extracting a recommended broadcast program from among programs.

The recommended program extracting apparatus according to the present invention is:
Recording means for recording the input broadcast signal on a predetermined recording medium;
Program information acquisition means for acquiring program information related to a broadcast program;
A first storage means for holding recording history information which is program information relating to a past broadcast program recorded by the recording means among the program information relating to the broadcast program;
Second storage means for storing a point table;
The recording history information is statistically processed, and the point table is used to calculate a total value of points for each broadcast program scheduled to be broadcast. Based on the calculated total value of points, program information related to the broadcast program A recommended program extracting device comprising a control means for extracting a recommended broadcast program,
The point table is
A first evaluation item that gives points for each broadcast program scheduled to be broadcast based on the program information for each broadcast program scheduled to be broadcast and the point grant reference information preset in the recommended program extraction device;
On the basis of the recording history information of the statistical processing results, we have a second evaluation item giving points for each broadcast program of the broadcast schedule,
The first evaluation item is a broadcast time length of the broadcast program scheduled to be broadcast and / or the number of characters of detailed information of the broadcast program scheduled to be broadcast .

According to the recommended program extracting apparatus of the present invention, the point table gives points for each broadcast program scheduled to be broadcast based on the program information for each broadcast program and the point assignment reference information preset in the recommended program extracting apparatus. a first endpoint, based on the results of the statistical processing of the recording history information, and a second endpoint that gives points every program to be broadcasted, the first endpoint, the broadcast of the broadcast schedule Since it is the broadcast time length of the program and / or the number of characters of detailed information of the broadcast program scheduled to be broadcast, it is possible to easily extract and recommend a program worth recording.

Embodiment 1 FIG.
FIG. 1 is a block diagram showing a configuration of a recommended program extracting apparatus 1 (or an apparatus that can implement the recommended program extracting method according to the first embodiment) according to the first embodiment of the present invention. As shown in FIG. 1, a recommended program extracting apparatus 1 includes a TV (TV) tuner 5 connected to an external antenna 2, an A / D (analog / digital) converter 6, and an MPEG (Moving Picture Experts Group). ) Encoder 7, recording buffer 8, slicer 9 for extracting electronic program information (EPG (Electric Program Guide) information), CPU 10, HDD (Hard Disk Drive) Controller 11, HDD 12, and remote controller (remote control device) ) A remote control I / F (interface) 16 that receives a signal from 3 and a nonvolatile memory 19 are provided. The recommended program extracting apparatus 1 includes a read buffer 15, an MPEG decoder 14, an OSD (On-Screen Display) 18, and a D / A (digital / analog) converter 17 that outputs an analog video signal to the monitor 4. And a volatile memory 13. As shown in FIG. 1, in the first embodiment, the case where the recommended program extracting apparatus 1 is a hard disk recording / reproducing apparatus has been described. However, the recommended program extracting apparatus 1 can record other information such as a DVD. It may be a recording device using a medium or another device such as a personal computer. When the recommended program extracting apparatus 1 is a personal computer, an information recording medium in which a software program for enabling execution of the recommended program extracting method according to the first embodiment is used, or via a communication line. The recommended program extraction method of the present invention can be executed by installing the software in the personal computer through the download.

  In FIG. 1, a TV tuner 5 receives a broadcast program (broadcast signal) via an antenna 2. The TV tuner 5 has a function of tuning to a designated channel, and outputs the video signal and audio signal of the tuned channel to the A / D converter 6. The A / D converter 6 converts the analog video signal and audio signal from the TV tuner 5 into digital signals. The MPEG encoder 7 performs an MPEG compression process on the digitized digital video signal and outputs a bit stream that is compressed data. The HDD 12 accumulates the bit stream output from the MPEG encoder 7. The HDD controller 11 is a controller for controlling the HDD 12 and controls writing and reading of a bit stream. The recording buffer 8 is a buffer provided so that the bit stream output from the MPEG encoder 7 can be recorded without being lost when the bit stream is written to the HDD 12.

  The MPEG decoder 14 decodes the MPEG compressed bit stream and converts it into an uncompressed digital video signal. The read buffer 15 pre-reads and stores the bit stream required by the MPEG decoder 14 to suppress the occurrence of data underflow in the decoding process. The OSD 18 is a drawing device for superimposing characters and image data on an MPEG decoded digital video signal. The D / A converter 17 converts the digital video signal into an analog video signal that can be displayed on the monitor 4.

  The slicer 9 extracts an EPG superimposed on a broadcast wave VBI (Vertical Blanking Interval). The remote control I / F 16 receives a control signal from the remote control 3 and transmits it to the CPU 10. The CPU 10 controls the recommended program extracting apparatus 1 according to the first embodiment, and also performs various data conversion processing and the like. In addition, the CPU 10 can record information even when the power is turned off, and the volatile memory 13 that can record information when the power is supplied. A non-volatile memory 19 that can read the stored information is connected. The non-volatile memory 19 records received EPG data, recommended programs extracted by the program recommendation unit 29 (shown in FIG. 2 described later), and information such as broadcast start times and genres of previously recorded programs. Record as history.

  FIG. 2 is a block diagram illustrating a configuration of software that operates on the CPU 10 according to the first embodiment. As shown in FIG. 2, the software configuration executed by the CPU 10 includes an EPG unit 20, an encoder / decoder control unit 21, a system control unit 22, a recording reservation unit 28, a display system control unit 23, and a program. A recommendation unit 29 is included. The EPG unit 20 includes an EPG control unit 24, an EPG data analysis unit 25, an EPG data backup unit 26, and an EPG database 27.

  The encoder / decoder control unit 21 controls the MPEG encoder 7 and the MPEG decoder 14. The system control unit 22 uses the operation button (not shown) provided on the main body, the input from the remote control I / F 16, and the state of the recommended program extracting device 1 to determine the recommended program extracting device 1. Perform state control. The display system control unit 23 displays the status and the like on the external monitor 4 via the display unit (not shown) provided in the main body and the OSD 18 according to the state of the recommended program extracting device 1. The recording reservation unit 28 performs a recording reservation process set by the user, checks whether there is any duplication with information already reserved when the reservation is set, and records the reservation content in the nonvolatile memory 19. .

In addition, recording history information (for example, broadcast start time, genre, etc.) that is program information relating to broadcast programs recorded in the past is also recorded in the nonvolatile memory 19. The EPG control unit 24 controls the EPG data analysis unit 25, the EPG data backup unit 26, and the EPG database 27 according to the state of the EPG, such as acquisition of EPG and display of EPG data.
The EPG data analysis unit 25 performs an analysis process on the EPG data extracted by the slicer 9. The program recommendation unit 29 statistically processes a program recorded in the past, and uses the result to determine a recommended program from EPG data including information related to a broadcast-scheduled program. Detailed operation of the program recommendation unit 29 will be described later.

  The EPG data analysis unit 25 divides the EPG data packetized and transmitted in the VBI into packet units, performs packet analysis for classifying each packet type, and encrypts the EPG data sent after being encrypted. Decryption is performed, and decompression processing is performed to decompress the EPG data compressed so as to suppress the transmission data capacity. The EPG data backup unit 26 writes the data analyzed by the EPG data analysis unit 25 to the volatile memory 13, and re-acquires EPG data when the recommended program extraction device 1 is turned off and then turned on again. The EPG data is backed up to the nonvolatile memory 19 so that the program guide can be displayed without any problem. The EPG database 27 is a variety of information stored in the EPG data analyzed by the EPG data analysis unit 25 (for example, program start time, end time, broadcast time length, channel, title, detailed information, genre to which the program belongs). Various APIs (Application Programming Interfaces) for referencing and using EPG data are provided to the recording reservation unit 28, the system control unit 22, and the display system control unit 23, which are higher-level modules that use EPG. .

  Next, the operation of the recommended program extracting apparatus 1 will be described. First, the case where a program is recorded by the recommended program extracting apparatus 1 will be described. It is assumed that the reservation information regarding the program to be recorded has already been set and recorded in the nonvolatile memory 19. Usually, in the recommended program extracting apparatus 1 in the standby state, when the recording start time of the reserved program approaches (for example, 3 minutes before the recording start time, etc.), the system control unit 22 set to start in advance is started. Furthermore, various modules (all modules such as the encoder / decoder control unit 21, recording reservation unit 28, display system control unit 23, etc.) and each component (MPEG encoder 7, MPEG decoder 14, HDD 12, recommended program extracting device 1) All the elements) are instructed to start up, and the encoder / decoder control unit 21 is instructed to put the MPEG encoder 7 in a recording standby state. When the recording start time is reached, the broadcast wave received by the antenna 2 is tuned to the reserved program channel by the TV tuner 5 and video and audio information is extracted. Further, the A / D converter 6 converts the analog video signal into a digital video signal corresponding to, for example, the Rec656 standard. The MPEG encoder 7 performs MPEG compression on the digital video signal. The bit stream output from the MPEG encoder 7 is temporarily stored in the recording buffer 8 and written in the HDD 12 controlled by the HDD controller 11 in the order of storage.

  Next, the reproduction operation of the recommended program extraction device 1 will be described. The user operates the remote controller 3 (or the operation unit of the main body (not shown)) to display a list of programs recorded on the HDD 12 on, for example, the monitor 4. The user selects a desired program from the displayed program list and sends a playback instruction. These processes are executed, for example, when the remote controller I / F 16 receives an infrared ray or radio wave signal transmitted from the remote controller 3 and sends the command content to the CPU 10. The CPU 10 reads the program requested to be reproduced from the HDD 12 via the HDD controller 11 and stores the bit stream in the read buffer 15. The MPEG decoder 14 reads the bit stream stored in the reading buffer 15 and performs MPEG decoding processing. The decoded digital video signal is combined with other character display by the OSD 18, and the digital video signal is converted into an analog video signal by the D / A converter 17, and output to the external monitor 4. An image is displayed.

  Next, a method for acquiring EPG information by the recommended program extracting apparatus 1 will be described. Here, a case will be described in which EPG data is transmitted by being superimposed on VBI of a specific channel of a broadcast wave. In the recommended program extracting apparatus 1 in which only one TV tuner 5 is mounted, the TV tuner 5 is used when a broadcast program is being recorded and viewed, and an EPG is superimposed. May not be able to receive certain channels. Therefore, the EPG information is received when the power of the recommended program extracting apparatus 1 is apparently dropped, for example, in a standby state. If a TV tuner 5 is provided exclusively for EPG reception or a method of switching a plurality of TV tuners 5 in a timely manner is adopted, the recommended program extracting apparatus 1 is turned on or in operation. In addition, it becomes possible to receive EPG data.

  Since the recommended program extracting apparatus 1 according to the first embodiment has only one TV tuner 5, the EPG data is received in the standby state. Now, it is assumed that the recommended program extracting apparatus 1 is in a standby state and it is time to broadcast an EPG. The broadcast wave on which the EPG is superimposed is received by the antenna 2, tuned to the channel on which the EPG is superimposed by the TV tuner 5, and the slicer 9 performs the process of extracting the EPG data superimposed on the VBI of the video signal. The EPG data in the first embodiment is data that is divided into fine packets and transmitted, and each packet is given a packet ID indicating the type of information contained in the packet. Further, the information contained in the packet is encrypted as necessary, and the contents may not be easily viewed or tampered with. Furthermore, each packet is also subjected to compression processing in order to compress the data size. In the EPG data analysis unit 20, packet analysis for classifying packet data for each type of packet for the EPG data subjected to the above processing, and decryption processing for decrypting the encrypted EPG data In addition, decompression processing is performed on the compressed EPG data to restore the original EPG data in a timely manner. The above processing is performed on the EPG data by the EPG data analysis unit 20 and recorded in the volatile memory 13.

  The EPG data recorded in the volatile memory 13 is deleted when the power of the recommended program extracting apparatus 1 is turned off, and the EPG data recorded in the volatile memory 13 at the next power activation cannot be used. For this reason, the EPG data recorded in the volatile memory 13 is recorded for backup in the HDD 12 or the nonvolatile memory 19, for example. The backup is performed after obtaining the EPG data and completing the data analysis. On the other hand, the backed up EPG data is restored to the volatile memory 13 at the next power-on. The EPG data backup unit 26 performs backup and restore processing of these EPG data. When the EPG data backup unit 26 backs up EPG data to the HDD 12 or the nonvolatile memory 19, the EPG data backup unit 26 performs a compression process for suppressing the data size of the EPG data and an encryption process for enhancing the confidentiality of the data. Further, the EPG data backup unit 26 performs decompression processing of the compressed EPG data and decryption of the encrypted EPG data as a restoration processing for returning the EPG data from the HDD 12 or the nonvolatile memory 19 to the volatile memory 13. The EPG data recorded in the volatile memory 13 is expanded by the EPG database 27 into a data format that is easier to use. The EPG database 27 provides the expanded EPG data with the API to the recording reservation unit 28, system control unit 22, display system control unit 23, and program recommendation unit 29, which are higher-level modules. This API includes a database construction API. By calling this construction API, the EPG database 27 expands the EPG data on the volatile memory 13.

  Next, recording history information used in the recommended program extracting apparatus 1 will be described. In the recommended program extracting apparatus 1, the past recording history is used as data indicating user's preference for program recommendation. The recording history information is information such as the title, channel, recording start time, start time and end time of the recorded program, genre, performer, encoding parameter, etc., and the recording of the program is started. Then, the above contents are recorded in the nonvolatile memory 19. It is assumed that the recording history information has a limited number of recordings for convenience of processing, and for example, a predetermined number (for example, 1000) is stored in order from the latest contents. The recorded program information for the portion exceeding the predetermined number is sequentially deleted from the oldest one. The number of recording history information may be limited by other conditions such as recording date and time (for example, one year).

FIG. 3 is a flowchart showing the operation of the recommended program extracting apparatus 1 according to the first embodiment (or the recommended program extracting method according to the first embodiment). In the first embodiment, the recommended program determination process is executed by software. As illustrated in FIG. 3, extraction of recommended programs is started after, for example, EPG reception and analysis processing (step S <b> 101). In extracting recommended programs, first, statistical processing of recording history information, which is user preference data, is performed. For this purpose, first, it is checked whether or not recording history information exists (step S102). If there is no recording history information, the error content is displayed (step S118), and the program determination process to be recommended is terminated (step S119). If recording history information exists, information for one program is extracted from the recording history information (step S103), and if extracted, genre analysis of the extracted program (step S104) and broadcast start time zone analysis are executed (step S105). . In this analysis, the count is incremented by 1 for the matching broadcast start time zone and genre. For example, the start time of a certain program is 20:00 (time is expressed as “hour: minute”.
The same applies to the following. ) And the genre is “music”, the time zone “20: 0 to 21:00” count (points) is increased by one, and the genre “music” count is also increased by one. . This analysis work is performed for all programs recorded as recording history information. When statistical processing is completed for all programs in the recording history information, ranking is performed for time zones and genres (step S106). For example, as shown in the point table of FIG. 4, as a result of statistical processing, the ranking of the frequency of the genre of the recorded program is 1st “drama”, 2nd “quiz”, 3rd “baseball”, Assuming that the fourth place “movie” and the fifth place “music” are determined, the distribution of points given in advance to them, ie, 50 points for the first place, 40 points for the second place, 3rd place 30 points, 20 points for the 4th place and 10 points for the 5th place. Similarly, the first place “21: 0 to 22:00”, the second place “22: 0 to 23:00”, the third place “23:00 to 24” obtained by statistical processing in the same manner for the broadcast time zone. : 0:00 ", the fourth place" 20: 0 to 21:00 ", and the fifth place" 8:00 to 9:00 ", the distribution of points given in advance, that is, the first 25 points for the second place, 20 points for the second place, 15 points for the third place, 10 points for the fourth place and 5 points for the fifth place. In the first embodiment, when recommending a program, it is assumed that the user's preference is more influenced by the genre than the broadcast time period, and the point distribution for the genre and the difference in points for each rank in the genre are increased. . Moreover, although the broadcast start time zone information is used as the broadcast time zone information, other information such as the broadcast end time zone information and the time zone information at the middle of the broadcast time may be employed.

  Next, extraction of recommended programs from the EPG information is started. First, it is confirmed that there is EPG information of a broadcast-scheduled program in the recommended program extracting apparatus 1 (step S108). If there is no EPG information, an error is displayed (step S118), and the process for determining a program to be recommended is terminated. (Step S119). If EPG information exists in step S108, one program is extracted from the EPG information (step S109). The genre of the extracted program is confirmed (step S110). If the genre is not classified into a significant genre (for example, if the genre has a predetermined content such as “Other” or “Not applicable”), Keyword analysis is performed on the detailed information (step S111). In the keyword analysis performed in step S111, keyword analysis is performed on the keywords shown in the genre / keyword correspondence table as shown in FIG. 5, and if there is a corresponding genre (step S112), the genre is changed. For example, if the keyword “major league” is present in the detailed program information, the genre classified as “others” is changed to “baseball”. In addition, if the keyword is not detected in the keyword analysis, the genre change is not executed.

  Next, the extracted program is evaluated. The point table shown in FIG. 4 is used for program evaluation. For the extracted program, first, the genre is evaluated, and if there is a genre that matches the point table in FIG. 4, the points of the matched genre are added as points of the extracted program (step S114). Furthermore, the extracted program is also evaluated for the time zone, and if there is a matching time zone in the point table of FIG. 4, the points of the matched time zone are added as the extracted program points (step S115). ). The sum of these points becomes the total point of the extracted program.

  If the processes from step S109 to step S115 in FIG. 3 are completed for all the programs of the EPG data, an arbitrary number of programs with higher acquired points are extracted (step S116), and the programs extracted to the nonvolatile memory 19 are extracted. Is stored as a recommended program (step S117), and the process of determining a program to be recommended is terminated (step S119).

  For example, when the user operates the remote controller 3 and presses the “Recommend Program” button, the recommended program extracted by the above operation is transmitted to the CPU 10 from the remote controller 3 via the remote controller I / F 16, and the nonvolatile memory 19. A list of recommended programs recorded in the screen is read out, and the information is graphically displayed by the display system control unit 23 and displayed on the monitor 4 via the OSD 18. The user can know a recommended program by viewing a list of recommended programs on the monitor 4. In addition, the user can make a recording reservation or a viewing reservation by performing an operation such as moving a highlight on the recommended program list while viewing the recommended program list on the monitor 4 and pressing an enter button. An apparatus can also be configured. Furthermore, the apparatus may be configured to automatically make a recording reservation or a viewing reservation for a predetermined number of programs higher than the point or a program of a predetermined point or more based on the recommended program list information.

  Next, a case where the genre is changed will be described by exemplifying a specific program. FIG. 6 shows a plurality of program information extracted from the EPG. In FIG. 6, since the three programs “Professional Baseball”, “Friday Drama”, and “Darkness of Nature” are already classified into the significant genres “Baseball”, “Drama”, and “Document”, The genre is not changed (the determination in step S110 in FIG. 3 is Yes). On the other hand, in FIG. 6, since the genre is “none” for the program “chance”, a keyword search is executed for the detailed information in the EPG (step S111 in FIG. 3). In the example of FIG. 6, since the keyword “quiz” of the genre “quiz” shown in FIG. 5 matches in the detailed information, it is determined that the program “chance” is classified into the genre “quiz” ( In step S112 in FIG. 3, the genre of the program “chance” in the EPG data is changed to “quiz” (step S113 in FIG. 3). Also, since the genre is “none” for the program “is an incident”, keyword search is executed for the detailed information in the EPG (step S111 in FIG. 3). In the example of FIG. 6, since the keyword “script” of the genre “drama” shown in FIG. 5 matches in the detailed information, it is determined that this program “is an incident” is classified into the genre “drama”. (Step S112 in FIG. 3), the genre of the program “is an incident” in the EPG data is changed to “drama” (Step S113 in FIG. 3).

  FIG. 7A shows the evaluation result obtained by changing the genre in this way and using the changed genre. Moreover, the evaluation result of the comparative example which does not perform a genre change is shown in FIG.7 (b). As can be understood from the comparison between FIG. 7 (a) and FIG. 7 (b), in FIG. 7 (b), the category classified as “None” is ranked regardless of the content of the program. There is a problem of being lowered. On the other hand, in FIG. 7A in which the genre is changed, the “incident” and “chance” that are programs whose genre was originally “none” are also genres that match the user's preference by keyword search. As a result, the ranking of recommended programs is higher.

  In the recommended program extracting apparatus 1 configured as described above, the user's recording history information is statistically processed, and a program that matches the user's preference is strongly recommended. Therefore, a program that meets the user's preference is recommended. The

  In addition, since a program is automatically recommended based on the user's recording history information and program information, no operational burden is placed on the user.

  Further, by reclassifying a program that is not classified into a significant genre using a keyword search into a significant genre, the reason that the program is not classified into a significant genre by the EPG provider (ie, user preference) Therefore, it is possible to prevent becoming a recommended program candidate and to recommend a program that meets the user's preference.

  In the above description, the case where the recommended program extracting apparatus 1 is a recording apparatus that records a television broadcast has been described. However, the recommended program extracting apparatus 1 is a recording apparatus that receives and records a radio broadcast with program information. Also good.

Embodiment 2. FIG.
FIG. 8 is a flowchart showing the operation of the recommended program extracting apparatus according to the second embodiment of the present invention (or the recommended program extracting method according to the second embodiment). FIG. 9 is a diagram showing a point table used when recommending a program in the second embodiment. The hardware configuration and software configuration of the recommended program extracting apparatus according to the second embodiment are almost the same as the configurations of FIGS. 1 and 2 described in the first embodiment. Therefore, in Embodiment 2, FIG.1 and FIG.2 is also referred. In the recommended program extracting apparatus according to the second embodiment, the point calculation method is different from the point calculating method of the recommended program extracting apparatus according to the first embodiment. More specifically, the second embodiment omits the function of changing the category of the program extracted from the EPG information, and the amount of information related to the program in order to perform a more detailed evaluation of the program, for example, details. It is different from the case of the first embodiment in that the evaluation of the number of characters of information and the evaluation of the length of the broadcast time of the program are added.

  The processing from step S201 to step S208 shown in FIG. 8 is the same as the processing from step S101 to step S108 shown in FIG. 3 used in the description of the first embodiment. If EPG information exists in the recommended program extracting apparatus in step S208 of FIG. 8, one program is extracted from the EPG information (step S209). The genre is evaluated for the extracted program (step S210), and points based on the genre are added as points for the extracted program. Next, the extracted program is evaluated for the time zone (step S211), and the point for the time zone is acquired as the point for the extracted program. Further, the number of characters of the detailed information of the program is evaluated as the information amount for the extracted program (step S212), and the point for the information amount is added as the point for the extracted program. Furthermore, the broadcast time length of the program is evaluated for the extracted program (step S213), and points for the broadcast time length are added as points for the extracted program.

  As described above, when the processes from step S209 to step S213 are completed for all the programs of the EPG data, an arbitrary number of programs having a higher total value of acquired points are extracted (step S214) and extracted to the nonvolatile memory 19. The program is stored as a recommended program (step S215), and the recommended program determination process is terminated (step S217).

  The genre and time zone points in FIG. 9 are preset values, and the genre element and the time zone element are ranked by the statistical processing of the recording history information from step S203 to step S206. In the second embodiment, it is assumed that the user's preference is most influenced by the genre when recommending a program, and the point distribution for the genre and the difference in points for each rank in the genre are increased. Also, with respect to the broadcast time, the popularity and quality of the broadcast program varies depending on the time zone, and the use of viewers is somewhat biased, so there is a difference in the distribution of points and the difference in rank. “Time length” and “amount of information” are considered to be less important than “genre” and “time zone”, and the points are kept low. In FIG. 9, “genre” and “time zone” points are points associated with program attributes based on the recording history information. Also referred to as “2 point table”. In FIG. 9, the points of “time length” and “information amount” are predetermined points, and the point table of “time length” and “information amount” is also referred to as “first point table”. In FIG. 9, the minimum value of the points in the second point table relating to “genre” and “time zone” is set to be larger than the maximum value of the points in the first point table relating to “time length” and “information amount”. ing.

  FIG. 10 is a diagram showing program information extracted from the EPG in the recommended program extracting apparatus according to the second embodiment. Here, the amount of information in FIG. 10 is obtained by counting the number of characters in the detailed information of the EPG in which the title and explanation of the program are described. FIG. 11A is a diagram showing recommended programs in the second embodiment, and shows the results of evaluating each program in FIG. 10 using the point table in FIG. FIG. 11B is a diagram showing a recommended program according to the comparative example of the second embodiment, and shows a case where evaluation based on “time length” and “information amount” is not performed.

  As shown in FIG. 11 (b) as a comparative example, when the evaluation of these three programs is not performed for “time length” and “information amount”, the three programs have the same score of 150 points. , These three programs are not superior or inferior in terms of points. For this reason, there is a possibility that ranking is made according to the order of items that are not the original evaluation items, such as the order in which the programs are searched or the order of the channels. However, as shown in FIG. 11A, by adding evaluation items of “time length” and “information amount”, superiority and inferiority in points are attached to the three programs, and the order of recommendation is clarified. be able to.

  The significance of evaluation by “time length” is as follows. First, in general, a program with a longer time is often a specially produced program, and a program that is expensive to produce is often recorded and stored in many cases. Secondly, even when used as a user's recording device, a long-time program is difficult to watch in a live broadcast because of a long time for restraining the viewer, and therefore may be recorded for viewing in a time-shifted manner. Many. Thirdly, a program having a short broadcast time length of about 5 minutes or 10 minutes is generally rarely viewed until it is recorded, such as news, weather forecast, and simple program introduction. For these reasons, evaluation based on “time length” is sufficiently meaningful as an evaluation item for recommending a program.

  In addition, the “information amount” of the detailed information of the EPG refers to the number of characters of the detailed information of the program mainly including the explanation of the program. The fact that the amount of character of this detailed information is large indicates that the content to be appealed to the user is Judge that there is a high possibility that the program is a certain program. Further, since a cost is required for creating a description of a program, the program can be evaluated as a high-value program to be recorded, which also costs a description of the program. As described above, it is determined that the “information amount” item is sufficiently valuable to be used as an evaluation item for recommending a program.

  On the other hand, as shown in FIG. 9, the maximum number of points added by the items of “time length” and “information amount” is 8 points, which is smaller than the points evaluated by genre and time zone (FIG. 9). In the example, it is 1 digit less). This is because when a user selects a program, it is more common to select a program by “genre” or “time zone” than “time length” or “amount of information”. Are trying to reduce the influence of items such as “time length” and “amount of information”. Therefore, the superiority or inferiority of a program depending on “time length” and “amount of information” works when the superiority or inferiority of a program is not attached depending on the genre or time zone. However, the apparatus may be configured such that the points added by the “time length” and “information amount” can be increased or the distribution can be changed according to the user's preference or the like.

  In the recommended program device of the second embodiment configured as described above, a program having a recording value can be recommended by using the broadcast time length of the program for ranking the recommended recording of the program.

  Further, by using the amount of program information for ranking the recommended recording of programs, it is possible to recommend programs with high recording value.

  Furthermore, by using the broadcast time length of the program for ranking the recommended recording of the program, it is possible to preferentially recommend a special program that often has a long broadcast time as a program worth recording. Further, by using the broadcast time length of the program for ranking the recommended recording of the program, it is possible not to recommend a program often having a short broadcasting time as a program having a low recording value. In addition, since the broadcast time length of a program is evaluated, it is possible to preferentially recommend a program having a specific time length.

  Furthermore, it is possible to preferentially recommend a program with a large number of characters in the title by evaluating the information amount of the program.

  In addition, by making the maximum value of points obtained according to the broadcast time length of the program or the amount of information of the program below the score difference due to the ranking difference of general evaluation items such as `` genre '' and `` time zone '', etc. Can be used for stepwise evaluation, such as using a primary evaluation for a main evaluation and a broadcast time length or information amount of a program for a secondary evaluation. That is, for programs with the same “genre” and “time zone”, the recommendation level of the program can be determined by the time length and the amount of information.

  Furthermore, the recommended program extracting method of the second embodiment may be combined with the recommended program extracting apparatus or method of the first embodiment.

  In the second embodiment, points other than those described above are the same as those in the first embodiment.

Embodiment 3 FIG.
FIG. 12 is a flowchart showing the operation of the recommended program extracting apparatus according to the third embodiment of the present invention (or the recommended program extracting method according to the third embodiment). FIG. 13 is a diagram showing a point table used in the recommended program extracting apparatus according to the third embodiment. The hardware configuration and software configuration of the recommended program extracting apparatus according to the third embodiment are substantially the same as the configurations of FIGS. 1 and 2 described in the first embodiment. Therefore, in Embodiment 3, FIG.1 and FIG.2 is also referred. Further, the recommended program extracting apparatus according to the third embodiment is different from the recommended program extracting apparatus according to the second embodiment in the point calculation method. Specifically, in the third embodiment, “genre” is further provided as a sub-evaluation item in the “time zone” of the program evaluation item, and “time zone” is further set to “drama” and “soccer”. , And “other (genre)” are different from the second embodiment.

  Next, the operation of the recommended program extracting apparatus according to the third embodiment will be described with reference to the flowchart of FIG. In the point table creation process, steps S301 to S304 in FIG. 12 are the same as steps S201 to S204 in FIG. 8 used in the description of the second embodiment. This is the same as steps S201 to S204, S206, and S207 of FIG. 8 used in the description of the second embodiment. In the point table creation process of the third embodiment, the processing content of step S305 for performing time zone analysis for each sub-evaluation item (genre unit) is different from the processing content of step S206 of the second embodiment. For example, if the program extracted from the recording history information is “drama”, statistical processing for the time zone is performed in “drama” units, and if the program extracted from the EPG information is “soccer”, “soccer” is used. Statistical processing for the time zone is performed.

  Further, regarding the remaining processes including the process for extracting the recommended program, steps S308 to S310 in FIG. 12 are the same as steps S208 to S210 in FIG. 8 used in the description of the second embodiment. Steps S312 to S317 are the same as steps S212 to S217 of FIG. 8 used in the description of the second embodiment. The process for extracting the recommended program in the third embodiment is different from the process in step S211 in the second embodiment in the process content of step S311 in which time zone point addition is performed for each sub-evaluation item (genre unit). For example, in time zone point addition (step S311), as shown in FIG. 13, time zone point addition is performed in units of “drama” or “soccer” of the genre, which is a sub-evaluation item.

  Next, taking the extracted program as an example, the operation in the third embodiment will be described. FIG. 14 is a diagram showing program information extracted from the EPG in the recommended program extracting apparatus according to the third embodiment. FIG. 15A is a diagram showing recommended programs in the third embodiment. Each program in FIG. 14 is evaluated using the point table in FIG. FIG. 15B is a diagram showing a recommended program according to a comparative example of the third embodiment, and is a result of evaluation without providing a sub-evaluation item. Note that the case where the sub-evaluation item is not provided is equivalent to the case where the sub-evaluation item is unified to “others” in FIG.

  In the comparative example method of FIG. 15B in which the sub-evaluation item is not provided, “J soccer” and “Spain soccer” of programs classified as “soccer” which is second in genre ranking are acquired in the time zone. Since the points are low, the total is low. On the other hand, “Comedy Dojo” is ranked 4th in the genre and lower than “Soccer”, but has earned high points in “Time zone”, resulting in “J Soccer” and “Spain Soccer”. It has become a higher point. On the other hand, in the case where the sub-evaluation items shown in FIG. 15A are provided, “J soccer” and “Spain soccer” can obtain high points even in the time zone evaluation, and as a result, the total high points Have been able to win. This is because the time zone that is broadcast mainly differs depending on the genre. By having the time zone ranking for each genre, the time zone can be correctly evaluated for each genre to which the program belongs. In another sense, this means that even if it is a time zone that is often recorded as a general trend, the points to be earned can be kept low unless the time zone in which the program belongs is so much recorded. If both do not match, it indicates that you cannot earn high points.

  On the other hand, in the comparison between “Drama A” and “Inference Suspense”, if the sub-evaluation item is not provided, “Inference Suspense” starting at 21:00 gains a high point, and “Drama A” The difference of 9 points has been opened (FIG. 15B). However, when sub-evaluation items are provided, the same points will be awarded for the 1st and 2nd places in the “time zone” evaluation of “Drama”, so the total points are almost the same. (FIG. 15A). In general, the main broadcast start time of dramas is from 21:00 to 22:00, which is consistent with the reality that there is no significant difference between the 21:00 start program and the 22:00 start program. Yes. On the other hand, it is relatively rare that dramas outside this time zone will be broadcast, and in response to the intention that there should be fewer opportunities for recording and grounds to recommend accordingly, The point is low.

  In the third embodiment, “time zone” and “genre” are taken as examples of evaluation items and sub-evaluation items, but the combination of evaluation items and sub-evaluation items is not limited to this, and the device Other evaluation items may be used as long as they are information forms that can be handled by.

  In the recording troubled program apparatus of the third embodiment configured as described above, the evaluation of the program can be further subdivided by subdividing the evaluation items into sub-evaluation items, so that the user's preference and interest Can be recommended.

  In addition, since the distribution of points can be changed for each sub-evaluation item, it is possible to make a difference in the ranking of each sub-evaluation item, and the difference in the recommended ranking of programs can be clarified. You can recommend programs that reflect your interests more.

  Furthermore, since the points are determined from the evaluation item and the sub-evaluation item, it is possible to prevent the disadvantage that a program with one higher is recommended.

  Furthermore, the recommended program extracting method of the third embodiment may be combined with the recommended program extracting apparatus or method of the first embodiment.

  In the third embodiment, points other than the above are the same as in the first or second embodiment.

  According to the recommended program extracting apparatus and the recommended program extracting method of the present invention, the recording history information is changed after changing the program attribute of the broadcast program using the correspondence information between the program attribute and the predetermined keyword and the program information regarding the broadcast program. For each broadcast program scheduled to be broadcast, a point value corresponding to the program attribute is calculated, and a recommended broadcast program is extracted based on the calculated point total value. Therefore, it is possible to recommend a broadcast program that reflects user preferences and interests.

  According to another recommended program extraction apparatus and recommended program extraction method of the present invention, the points are associated with the information amount of the program information of the broadcast program scheduled to be broadcast and / or the broadcast time length of the broadcast program scheduled to be broadcast. The total value of points corresponding to program attributes is calculated for each broadcast program scheduled to be broadcast using the point table of 1, and the recommended broadcast program is extracted based on the calculated total value of points. Can recommend programs with

It is a block diagram which shows roughly the structure of the recommended program extraction apparatus by Embodiment 1 thru | or 3 of this invention. 4 is a block diagram showing a software configuration of a recommended program extracting apparatus according to Embodiments 1 to 3. FIG. It is a flowchart which shows operation | movement of the recommended program extraction apparatus by Embodiment 1 of this invention. It is a figure which shows the point table used in the recommended program extraction apparatus by Embodiment 1. FIG. It is a figure which shows the correspondence table of the genre and keyword used in the recommended program extraction apparatus by Embodiment 1. FIG. It is a figure which shows the program information extracted from EPG in the recommended program extraction apparatus by Embodiment 1. FIG. (A) is a figure which shows the recommended program in Embodiment 1, (b) is a figure which shows the recommended program in a comparative example. It is a flowchart which shows operation | movement of the recommended program extraction apparatus by Embodiment 2 of this invention. It is a figure which shows the point table used in the recommended program extraction apparatus by Embodiment 2. FIG. It is a figure which shows the program information extracted from EPG in the recommended program extraction apparatus by Embodiment 2. FIG. (A) is a figure which shows the recommended program in Embodiment 2, (b) is a figure which shows the recommended program in a comparative example. It is a flowchart which shows operation | movement of the recommended program extraction apparatus by Embodiment 3 of this invention. It is a figure which shows the point table used in the recommended program extraction apparatus by Embodiment 3 of this invention. It is a figure which shows the program information extracted from EPG in the recommended program extraction device by Embodiment 3. (A) is a figure which shows the recommended program in Embodiment 3, (b) is a figure which shows the recommended program in a comparative example.

Explanation of symbols

DESCRIPTION OF SYMBOLS 1 Recommended program extraction apparatus, 2 Antenna, 3 Remote control, 4 Monitor, 5 TV tuner, 6 A / D converter, 7 MPEG encoder, 8 Recording buffer, 9 Slicer, 10 CPU, 11 HDD controller, 12 HDD, 13 Volatilization Memory, 14 MPEG decoder, 15 reading buffer, 16 remote control I / F, 17 D / A converter, 18 OSD, 19 nonvolatile memory, 20 EPG unit, 21 encoder / decoder control unit, 22 system control unit, 23 Display system control unit, 24 EPG control unit, 25 EPG data analysis unit, 26 EPG data backup unit, 27 EPG database, 28 recording reservation unit, 29 program recommendation unit.

Claims (7)

Recording means for recording the input broadcast signal on a predetermined recording medium;
Program information acquisition means for acquiring program information related to a broadcast program;
A first storage means for holding recording history information which is program information relating to a past broadcast program recorded by the recording means among the program information relating to the broadcast program;
Second storage means for storing a point table;
The recording history information is statistically processed, and the point table is used to calculate a total value of points for each broadcast program scheduled to be broadcast. Based on the calculated total value of points, program information related to the broadcast program A recommended program extracting device comprising a control means for extracting a recommended broadcast program,
The point table is
A first evaluation item that gives points for each broadcast program scheduled to be broadcast based on the program information for each broadcast program scheduled to be broadcast and the point grant reference information preset in the recommended program extraction device;
On the basis of the recording history information of the statistical processing results, we have a second evaluation item giving points for each broadcast program of the broadcast schedule,
The first endpoint, the broadcast time length of the broadcast program of the broadcast schedule, and / or recommended program extracting apparatus according to claim number der Rukoto detailed information of the broadcast program of the broadcast schedule. The recommended program extracting apparatus according to claim 1, wherein the second evaluation item is a broadcast time zone of a broadcast program and / or genre information of the broadcast program. The recommended program extracting apparatus according to claim 1, wherein the maximum point of the second evaluation item is larger than the maximum point of the first evaluation item . A recording step of recording the input broadcast signal on a predetermined recording medium;
A program information acquisition step for acquiring program information relating to a broadcast program;
A first storage step for holding recording history information, which is program information related to a past broadcast program recorded by the recording means, among program information related to the broadcast program;
A second storage step for storing a point table;
A statistical processing step for statistically processing the recording history information;
Control for calculating a total value of points for each broadcast program scheduled to be broadcast using the point table, and extracting a recommended broadcast program from program information related to the broadcast program based on the calculated total value of points A recommended program extraction method comprising steps,
The point table is
A first evaluation item that gives points for each broadcast program scheduled to be broadcast based on program information for each broadcast program scheduled to be broadcast and point granting standard information set in advance in the recommended program extraction method;
A second evaluation item that gives points for each broadcast program scheduled to be broadcast based on a result of statistical processing of the record history information;
Have
The first evaluation item is the broadcast time length of the broadcast program scheduled to be broadcast and / or the number of characters of detailed information of the broadcast program scheduled to be broadcast
Recommended program extraction method characterized by The second endpoints, a broadcast time zone of a broadcast program, and / or recommended program extracting method according to claim 4, wherein the genre information der Rukoto of the broadcast program. 6. The recommended program extracting method according to claim 4 , wherein the maximum point of the second evaluation item is larger than the maximum point of the first evaluation item . Recommended program extraction for extracting recommended programs recommended for recording from broadcast programs scheduled to be broadcast based on program information related to broadcast programs scheduled to be broadcast and recording history information that is program information related to past broadcast programs that have been recorded A program,
A first evaluation step of giving points for each broadcast program scheduled to be broadcast based on program information for each broadcast program scheduled to be broadcast and point granting standard information set in advance in the recommended program extraction program;
A second evaluation step that gives points for each broadcast program scheduled to be broadcast based on the result of statistical processing of the record history information;
With
Extracting the recommended program based on the points given in the first evaluation step and the points given in the second evaluation step;
In the first evaluation step, a recommended program extraction program characterized by evaluating a time length of the broadcast program scheduled to be broadcast and / or a number of characters of detailed information of the broadcast program scheduled to be broadcast .

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