US 20090313092 A1
The present invention provides an improved method and apparatus to collect and provide viewer feedback to broadcasts. According to one aspect of the present invention, a rating is generated for a broadcast by a server system. The rating is based at least in part on viewer feedback to the broadcast, and the rating indicates a likelihood of interest in the broadcast for potential subsequent viewers. Access to the rating is then provided so that predications can be made as to whether or not the broadcast will be of interest to potential subsequent viewers. According to another aspect of the present invention, the rating is provided from the server system to an entertainment system, and the broadcast can be selected for viewing at an entertainment system based on the rating generated by the server system. In one embodiment, the viewer feedback is received at the entertainment system in response to a feedback questionnaire.
1. A computer implemented method comprising:
presenting a representation of an item to a potential customer;
providing an opportunity for a rating of the item in response to a request from the potential customer to rate the item;
receiving the potential customer's rating of the item;
generating a review of the item based at least in part on the received customer rating of the item, the review indicating a likelihood of interest in the item to subsequent potential customers; and
providing the review of the item with a representation of the item to a subsequent potential customer.
2. The method of
3. The method of
4. The method of
recommending items to the potential customer based in part on the potential customer's rating of the item.
5. A server system comprising:
a computer system configured to:
transmit a representation of an item to a potential customer;
transmit an opportunity for a rating of the item in response to a request from the potential customer to rate the item;
receive the potential customer's rating of the item;
generate a review of the item based at least in part on the received customer rating of the item, the review indicating a likelihood of interest in the item to subsequent potential customers; and
transmit the review of the item with a representation of the item to a subsequent potential customer.
6. The server system of
7. The server system of
8. The server system of
recommend items to the potential customer based in part on the potential customer's rating of the item.
9. A computer-implemented method comprising:
presenting a program to a first viewer;
receiving a rating of the program in response to a request from the first viewer to provide the rating; and
suggesting programs to the first viewer based in part on the rating from the first viewer.
10. The method of
11. The method of
providing a list of programs with programs that are more likely of interest displayed at the top of the list.
12. The method of
presenting a second program to a second viewer;
receiving a rating of the second program from the second viewer and
suggesting programs to the second viewer based in part on the rating from the first viewer and the rating from the second viewer.
13. The method of
presenting a second program to the first viewer;
receiving a rating of the second program from the first viewer; and
suggesting programs to the first viewer based in part on the ratings of the program and the second program.
14. A computer-implemented method comprising:
a first subscriber's terminal receiving a program;
the terminal transmitting a rating of the program in response to a request from the first subscriber to provide the rating; and
the terminal displaying a list of suggested programs to the first subscriber, wherein the list of programs is based in part on the provided rating.
15. The method of
16. The method of
the terminal receiving a second program and
the terminal transmitting a rating of the second program from the first subscriber, wherein the list is based in part on the ratings of the program and second program.
17. The method of
the terminal displaying a list of programs with programs that are more likely of interest to the first subscriber displayed at the top of the list.
18. The method of
the terminal displaying the program from a recording.
19. A computer-implemented method comprising:
receiving personal information from a first computer;
providing a list of recommended content to the first computer, the content comprising recommended viewable content;
associating the recommended viewable content with the personal information;
receiving feedback on the recommended viewable content in response to a request from a first viewer to provide the feedback; and
providing a second list of recommended content based in part on the associated recommended viewable content.
20. The method of
21. The method of
22. The method of
23. The method of
recommending purchasable content based in part on the recommended viewable content and the feedback.
24. A computer-implemented method comprising:
presenting a video to a first user's computer;
receiving rating information of the video in response to a request from the first user to provide the rating information;
generating an overall rating of the video based at least in part on the received rating information;
presenting the video to a second user's computer; and
providing the overall rating of the video to the second user's computer.
25. The method of
26. The method of
recommending videos to the first user based in part on the rating information from the first user.
27. The method of
recommending videos to the first user's computer based in part on the rating information from the first user.
28. A method comprising:
a song distribution system receiving feedback on a song in response to a request from a first user's computer to provide the feedback;
the song distribution system determining songs to recommend to the first user's computer based in part on the feedback from the first user; and
the song distribution system identifying the music recommendations to the first user's computer for display in a list.
29. The method of
30. The method of
the song distribution system receiving a request for a song from the list from the first user's computer and
the song distribution system transmitting the requested song to the first user's computer.
31. The method of
32. A machine-readable medium having instructions stored thereon which, when executed by a machine, cause the machine to:
transmit feedback on a song in response to a request from a first user to provide the feedback and
receive music recommendations for display in a list.
33. The medium of
34. The medium of
transmit a request for a song from the list based in part on the music recommendations and
receive the requested song.
This application is a continuation of prior application Ser. No. 09/186,302, filed on Nov. 4, 1998.
1. Field of the Invention
The present invention pertains to the field of broadcast systems. More particularly, this invention relates to the art of collecting and providing viewer feedback to a broadcast.
The volume and variety of television, radio, and internet programming has increased considerably in recent years. For instance, digital cable systems and satellite antenna systems now offer hundreds of channels of programming twenty-four hours a day. Similarly, the Internet provides access to countless on-line interactive events. Even with a regular antenna, the airwaves in many markets are crammed full of dozens of television and radio channels. Sorting through all of the viewing, listening, and interactive options can be time consuming and frustrating.
A programming guide may be helpful, but most programming guides merely list broadcasts by time slot and channel. With hundreds of channels, including free channels, various categories of pay channels, pay per view channels, view on demand channels, etc., a programming guide can become very long and confusing. A viewer could spend a considerable amount of time reading a list of broadcasts for a given time slot and deciphering which broadcasts are actually available to the viewer.
All too often, a viewer may simply choose to flip through a few channels, or a great many channels as the case may be, until he or she finds a broadcast that he or she can tolerate. When the viewer loses interest, he or she may flip through some more channels, aimlessly looking for something of interest. Meanwhile, advertisers, television producers, and other programming providers want their broadcasts to reach the most receptive audiences possible. A viewer with hundreds of channels to choose from, who aimlessly flips through channels, can easily miss an appealing broadcast or advertisement. So, both viewers and programming providers want to be able to identify broadcasts that are likely to be of interest to particular viewers.
One way to predict how likely it is that a particular viewer will find a broadcast interesting is to examine feedback from previous viewers; especially previous viewers who have similar characteristics. For instance, if 85% of female viewers ages 25 to 35 highly recommend a broadcast, a significant portion of subsequent female viewers ages 25 to 35 are likely to enjoy the broadcast as well. For years, programming providers have used focus groups, surveys, Nielson ratings, etc. in an attempt to predict viewer preferences to make broadcasts appeal to the widest possible audience or to target certain audiences. These approaches have their limitations, however. For instance, they have done little to help viewers find the broadcasts that are most likely to be interesting to them. Therefore, both viewers and programming providers need an improved method and apparatus to collect and provide viewer feedback to a broadcast based on viewer characteristics.
The present invention provides an improved method and apparatus to collect and provide viewer feedback to broadcasts. According to one aspect of the present invention, a rating is generated for a broadcast by a server system. The rating is based at least in part on viewer feedback to the broadcast, and the rating indicates a likelihood of interest in the broadcast for potential subsequent viewers. Access to the rating is then provided so that predications can be made as to whether or not the broadcast will be of interest to potential subsequent viewers.
According to another aspect of the present invention, the rating is provided from the server system to an entertainment system, and the broadcast can be selected for viewing at the entertainment system based on the rating generated by the server system. In one embodiment, viewer the feedback is received at the entertainment system in response to a feedback questionnaire.
Examples of the present invention are illustrated in the accompanying drawings. The accompanying drawings, however, do not limit the scope of the present invention. Like references in the drawings indicate similar elements.
As discussed below in more detail, entertainment system 100 of
Entertainment system 100 sends the viewer feedback to programming guide server 170 over communications medium 150. Programming guide server 170 then generates a rating for the broadcast based at least in part on the feedback. The rating can also be based on feedback from additional viewers 180. The rating indicates a likelihood of interest in the broadcast for potential subsequent viewers. Ratings can be generated for multiple broadcasts and stored at programming guide server 170 where the ratings can be accessible to potential subsequent viewers and programming service providers 160 over communications medium 150.
Communications medium 150 represents a wide variety of media, including cable, optical fiber, satellite transmissions, telephone lines, radio frequency transmissions, and network communications such as over the Internet. Communications can also be digital and/or analog.
In some embodiments, programming service providers 160 and/or programming guide server 170 may offer incentives to viewer 130 to encourage viewer 130 to give feedback. For instance, the more feedback programming guide server 170 receives, the more accurate the ratings are likely to be, and the more valuable the ratings are likely to be for programming service providers 160 and potential subsequent viewers. An incentive may be a small discount on service charges for each feedback response. Alternately, feedback incentives may be provided for only certain broadcasts, depending on how much feedback is needed or wanted. For a new broadcast, the broadcast could be provided to a test audience to obtain ratings prior to wide distribution. In which case, feedback may be required of test audience viewers or additional incentives may be offered.
In step 220, system controller 110 receives viewer feedback 120 in response to questionnaire 115. Questionnaire 115, and hence viewer feedback 120, can take several different forms, as discussed below with reference to
In step 230, system controller 110 provides the feedback to programming guide server 170 over communications medium 150. As discussed below with reference to
In alternate embodiments, viewer characteristics can also be stored at system controller 110 or programming guide server 170. Various means could be used to automatically identify viewer 130, for instance, using face recognition software. Alternately, questionnaire 130 could prompt viewer 130 for a some form of viewer identification such as an identification number, and the identification number could be used to retrieve an anonymous viewer characteristic file. A viewer characteristic file could store information such as age, gender, marital status, family size, geographic location, education level, income level, etc. It could also store information that may be useful to programming service providers 160, such as the hardware capabilities of entertainment system 100 and viewer 130's viewing habits, including channel preferences, viewing duration, types of Internet web sites visited, etc. A viewer characteristics file could also be updated over time as viewing habits change, the viewer grows older, component are added or deleted from entertainment system 100, a sport season beings and ends, etc. If a viewer's characteristics file were remotely accessible, the characteristic file could be used for the viewer at any of a number of different entertainment systems, for instance, at the viewers home, work, neighbor's house, a hotel, etc.
In step 240, programming guide server 170 generates a rating of the broadcast based at least in part on viewer feedback 120. The rating can also be based on the characteristic information about the viewer. The ratings, as discussed below with reference to
In step 250, programming guide server 170 provides the ratings to potential subsequent viewers and programming providers 160. In one embodiment, ratings are downloaded to potential subsequent viewers along with programming information. For instance, one embodiment of programming guide server 170 provides programming guides to viewers on a regular basis, and ratings for some or all of the programs are provided along with the programming guide. In which case, the various entertainment systems, used by potential subsequent viewers including viewer 130 and additional viewers 180, may perform a variety of operations using the ratings information. Similarly, ratings information can be downloaded to programming service providers 160 on a regular basis. Programming service providers 160 may also perform a variety of operations using the ratings information.
In alternate embodiments, ratings information is stored centrally at programming guide server 170. In which case, programming guide server 170 performs various operations using the ratings information and only provides the results of the operations to potential subsequent viewers and/or programming service providers 160. Ratings information may also be provided in real time. For instance, a viewer's screen may include a feedback meter that is repeatedly updated as ratings are generated from feedback provided by other viewers, for instance, in the viewer's community. In which case, the viewer could see how the other viewers are responding to a program as the viewer is watching it.
In step 320, the respective system controller or programming guide server 170 assembles a list of broadcasts based on a comparison of broadcast classification data and viewer characteristics. The broadcast classification data, as discussed below with reference to
Assembling the list can be based on numerous additional characteristics. In one embodiment, a face recognition utility could be used to automatically retrieve viewer characteristic files for a number of concurrent viewers and automatically cross-reference the characteristics. For instance, if children are among the viewers in the room, characteristic files for the children may instruct the system controller to lock out broadcasts having adult content that would not be suitable for children.
In one embodiment, however, all broadcasts currently being aired, soon to be aired, currently available on pay per view or view on demand, etc. are listed even if the viewer does not have access to all of the broadcasts. For instance, inaccessible broadcasts could be listed in a different type face than accessible broadcasts. In this situation, a viewer may be encouraged to purchase access to more programming sources in the future if the viewer knows what he or she is missing on those channels.
Then, in step 330, each broadcast in the list can be ranked according to viewer characteristics and ratings. The ratings categories can be very detailed. For instance, a category could be limited to viewers who characteristically enjoy the same dramas and situation comedies as the potential viewer. The program with the highest rating in the category is ranked highest. Numerous additional viewer characteristics could also be used to identify which rating category to use. For instance, the rating categories could include viewers ages 45 to 55, viewers in metropolitan areas of Europe, viewers who play role-playing games on the Internet, etc. The possibilities for viewer characteristic categories are virtually limitless.
Viewer characteristics for multiple simultaneous viewers can also be cross-referenced. Various aggregation techniques could be used to combine ratings. For instance, in one embodiment, if a viewer's characteristics match several ratings categories, the weighted average of the ratings could be used for a particular broadcast. In one example, viewer characteristics match three categories. In category A, 50% of the 500 responses were positive for the particular broadcast. In category B, 75% of the 2000 responses were positive. In category C, 90% of the 200 responses were positive. For this particular set of ratings categories, the weighted average for the broadcast is 71.481% positive.
Two simultaneous viewers, however, may have only categories A and C in common. In which case, the weighted average for both viewers together for the particular broadcast is 61.429% positive. If simultaneous viewers have no ratings categories in common, broadcasts could be ranked and listed separately for each viewer, or ranked separately but listed together in different type faces.
Once all the broadcasts have been ranked, the ranked list of broadcasts can be provided in step 340. The first broadcast on the list is intended to be the most likely broadcast that is of interest to the viewer. Thus, the viewer does not have to sort through a vast array of programming choices.
Similarly, programming service providers 160 have more information to predict which broadcasts will appeal to particular target audiences. In one embodiment, programming service providers 160 have access to anonymous viewer characteristic information. In which case, programming service providers can target advertise broadcasts directly to viewers for whom the broadcast ranks highly. For instance, when a viewer downloads a programming guide, the guide may include a tailor-made list of broadcasts that are likely to appeal to the specific viewer. Separate lists could be provided for each viewer who uses a particular entertainment system.
In response, system controller 110 identifies the broadcast. In one embodiment, the broadcast currently being viewed is identified. Alternately, the broadcast can be identified by prompting the viewer to identify the broadcast from a list of recently viewed broadcasts. Then system controller 110 can access a storage medium to retrieve a specific questionnaire, if one exists, or a generic questionnaire for the broadcast. The storage medium may store hundreds of questionnaires locally which were downloaded along with a programming guide from programming guide server 170. Alternately, system controller 110 may access programming guide server 170 to download questionnaires as requests for feedback are received.
In the illustrated embodiment, the specific questionnaire includes a broadcast synopsis so that the viewer can verify he or she is providing feedback to the correct broadcast. The questionnaire also includes questions for gathering characteristic information in addition to feedback questions. Once the questionnaire is completed and submitted, the information can be sent to programming guide server 170. Additional characteristic information may also be sent, for instance, from a viewer characteristics file. In certain embodiments, several responses may be stored for several broadcasts before being sent to programming guide server 170.
The feedback can also be used to make changes in the presentation before the broadcast is aired again or made available to a wider audience. In one embodiment, feedback could be collected from viewers during a live presentation. In which case the ratings could be displayed to the presenter or the writer of the presentation in, for instance, a bar graph format so the ratings would be easy to read. Then, based on the feedback, the presenter or writer may choose to make mid-course content changes.
In alternate embodiments, the questionnaire and output screens can be displayed in pop-up windows, full screen displays, side-bar displays, etc. The questionnaire and output screens may include many additional forms of broadcast classification data such as a broadcast identification number, the producer, the distributor, the length of the broadcast, a parental guidance warning, etc. The broadcast identification information may be downloaded with a programming guide or retrieved individually from programming guide server 170.
In addition, system 100 includes speaker system 816, microphone 818, video camera 820 and a wireless input/output control device 832. In one embodiment, wireless I/O control device 832 is an entertainment system remote control unit which communicates with the components of system 100 through IR signals. In another embodiment, wireless I/O control device 832 may be a wireless keyboard and/or cursor control device that communicates with the components of system 100 through IR signals or RF signals. In yet another embodiment, wireless I/O control device 832 may be an IR or RF remote control device similar in appearance to a typical entertainment system remote control with the added feature of a track-ball or other cursor control mechanism that allows a user to position a cursor on a display of system 100.
At the core of system 100 is system controller 110 incorporated with the features of the present invention as discussed above and configured to control a variety of features associated with the system components. As depicted, system controller 110 is coupled to each of the system components, as necessary, through I/O bus 808. In one embodiment, in addition to or in place of I/O bus 808, system controller 110 may be configured with a wireless communications transmitter (or transceiver), which is capable of communicating with the system components via IR signals or RF signals 808′. Regardless of the control medium, system controller 110 is configured to control each of the entertainment system components of system 100, although it is understood that each of the components may be individually controlled with wireless I/O device 832.
System controller 110 retrieves and stores entertainment programming information available from a wide variety of sources. During operation of system 100, system controller 110 dynamically configures the operating parameters of system 100 and offers additional value added features to enhance the user's enjoyment of system 100, such as features of the present invention as discussed above. In one embodiment, system controller 110 may be a computer system incorporated with the teachings of the present invention, as will be discussed in further detail below. In another embodiment, system controller 110 may be a “set-top” box endowed with the necessary processing power and incorporated with the teachings of the present invention. Regardless of the particular embodiment, system controller 110 may also be referred to as a “convergence system” designed to integrate the world of entertainment systems and computing platforms to achieve the beneficial results such as the present invention.
Although the present invention is described in the context of the exemplary embodiments presented in the figures and based on the descriptions, those skilled in the art will appreciate that the present invention is not limited to these embodiments and may be practiced in a variety of alternate embodiments. Accordingly, the innovative features of the present invention may be practiced in a system of greater or lesser complexity than that of the system depicted in
As illustrated in
In addition to programming input, system 100 is also configured with a number of general purpose control outputs 830 which may be configured to control any number of devices. In one embodiment, for example, as system controller 804 configures system 100 to display a movie, it may also dim the lights in the room to a predetermined level to further enhance the viewing environment. Control circuitry which allows a computing device to control, for example, lighting, thermostat settings, and other household appliances (via, for example, the electrical wiring in a house) are well known in the art and thus will not be described further.
Except for the incorporated teachings of the present invention as described above, system controller 110 is intended to represent a broad category of computing devices known in the art. An example of such a computing device is a desktop computer system equipped with a high performance microprocessor(s), such as the PentiumŪ processor, PentiumŪ& Pro processor, or PentiumŪ II processor manufactured by and commonly available from Intel Corporation of Santa Clara, Calif. Another example of such a computing device is an Internet “appliance” device, such as a WebTV™ Internet Terminal available from Sony Electronics Inc. of Park Ridge, N.J., or Philips Consumer Electronics Company of Knoxville, Tenn. It is to be appreciated that the housing size and design for system controller 110 may be altered, allowing it to better visually fit into system 100.
It is also to be appreciated that the several entertainment system components depicted in
In one embodiment, various electronic devices are also coupled to high performance I/O bus 906. As illustrated, analog tuner/digital satellite/cable devices 928, are also coupled to high performance I/O bus 906 to allow device 900 to “tune” to various programming input channels.
These elements 902-928 perform their conventional functions known in the art. In particular, network/communication interface 924 is used to provide communication between device 900 and any of a wide range of conventional networks, such as an Ethernet, token ring, the Internet, etc. It is to be appreciated that the circuitry of interface 924 is dependent on the type of network the device 900 is being coupled to.
Mass storage 920 is used to provide permanent storage for the data and programming instructions to implement the above described functions, whereas system memory 914 is used to provide temporary storage for the data and programming instructions when executed by processor 902. I/O ports 926 are one or more serial and/or parallel communication ports used to provide communication between additional peripheral devices which may be coupled to device 900.
It is to be appreciated that various components of device 900 may be re-arranged. For example, cache 904 may be on-chip with processor 902. Alternatively, cache 904 and processor 902 may be packaged together as a “processor module”, with processor 902 being referred to as the “processor core”. Furthermore, certain implementations of the present invention may not require nor include all of the above components. For example, mass storage 920, keyboard and pointing device 922, and/or network/communication interface 924 may not be included in device 900. Additionally, the peripheral devices shown coupled to standard I/O bus 908 may be coupled to high performance I/O bus 906; in addition, in some implementations only a single bus may exist with the components of device 900 being coupled to the single bus. Furthermore, additional components may be included in device 900, such as additional processors, storage devices, buses, or memories.
In one embodiment, the present invention is implemented as a series of software routines run by device 900 of
In alternate embodiments, the present invention is implemented in discrete hardware or firmware. For example, one or more application specific integrated circuits (ASICs) could be programmed the functions of the present invention. By way of another example, the present invention can be implemented in one or more ASICs of an additional circuit board for insertion into hardware system 900 of
In one embodiment, hardware system 900 includes control circuitry to retrieve a questionnaire from system memory 914, mass storage 920, or programming guide server 170 over network/communication interface 924. Processor 902 or some other form of hardware device like a digital signal processor (DSP) or one or more ASICs may comprise the control circuitry. The questionnaire is retrieved in response to a feedback request. As discussed above, a feedback request may be generated automatically, for instance at the end of a particular broadcast, or on demand by a viewer. The questionnaire can be provided to viewer 130 over I/O ports 926 using a viewer interface displayed on television/display device 802. The user interface may also be provided over speaker system 816, and viewer input may be received from a cursor control device on television/display device 802, a keypad, for instance on wireless I/O device 832, or voice recognition through microphone 818.
After reading the forgoing, those skilled in the art will recognize that a number of alternative embodiments are also enabled. For instance, programming guide server 170 may be a distributed application with a different server for each of several different regions or entertainment systems. In another embodiment, programming guide server 170 could also be combined with programming service providers 160.
In certain embodiments, ratings may not always be publicly available, depending on the type of broadcast. For instance, ratings for a commercial advertisement may only be available to the programming provider who aired the commercial. Furthermore, programming providers may be able to request that particular ratings be made unavailable. For instance, if ratings are very bad, it may be better to air a broadcast with no ratings rather than bad ratings.
Thus, a method and apparatus to collect and provide feedback to a broadcast is described. Whereas many alterations and modifications of the present invention will be comprehended by a person skilled in the art after having read the foregoing description, it is to be understood that the particular embodiments shown and described by way of illustration are in no way intended to be considered limiting. Therefore, references to details of particular embodiments are not intended to limit the scope of the claims.