Measure the Future @ Computers in Libraries 2018

Presentation from Computers in Libraries, delivered Apr 19, 2018

Transcript

1. Nex-Gen Use Metrics for Libraries http://measurethefuture.net @measure_future
2. TYPICAL STATS ▸ Gate Count ▸ Circulation Count ▸ # of Reference Interactions ▸ # of Classes Taught ▸ Website Visits
3. ATTENTION MEASUREMENT
4. GOOGLE ANALYTICS FOR YOUR BUILDING
5. OPEN HARDWARE & SOFTWARE
6. O P E N H A R D WA R E O N E
7. O P E N S O U R C E S O F T WA R E T W O Photo by toolmantim - http://flic.kr/p/apgafX
8. GEN 1
9. SCOUT
11. GEN 2
14. MOTHERSHIP
16. GEN 3 - ALPHA
18. GEN 4 - BETA
20. MEASURE THE FUTURE BETA HARDWARE STACK ▸ Raspberry Pi 3 Model B ▸ Adafruit RPi Realtime Clock Module ▸ Logitech C525 Webcam ▸ 3D printed case ▸ 2.5 Amp USB Micro power supply
21. SOFTWARE
22. MEASURE THE FUTURE BETA DEVELOPMENT STACK ▸ Raspian Linux ▸ Go ▸ OpenCV ▸ React.js ▸ Postgres
23. HTTPS://GITHUB.COM/ MEASURETHEFUTURE
24. HOW IT WORKS
25. Raw Footage Background Removal Noise Filtering Contour Detection & Object Tracking
28. BETA FEATURES ▸ Attention measurement/ Heatmap ▸ People count ▸ Raw data available via JSON
29. PRIVACY ▸ No photo or video of patrons is saved ▸ All communication is secured ▸ Collapsing single-stat areas ▸ 15 Minute reporting blocks
37. MORE WITH DATA
38. MORE WITH DATA
40. DATA
41. SCOUT.INTERACTIONS Contains an array of interactions, one for each visitor interaction detected by the system. { "Id": 2, "ScoutId": 1, "Duration": 3.1874993, "Waypoints": [[976,375],[1120,208],[1626,301]], "WaypointWidths": [[178,323],[176,207],[162,300]], "WaypointTimes": [7.642e-06,1.5644069,3.1874993], "Processed": true, "EnteredAt": "2016-09-16T20:15:00Z" } • Id Is a database identifier for the interaction. This is automatically generated by the database. • ScoutId Is used to match the interaction with the source scout. The corresponding scout in scouts.json will have the same Id. • Duration This is the total amount of time (in seconds) that the scout observed this interaction occurring. • Waypoints Is the path (in pixels) that the interaction took through the calibration frame. The address [0,0] corresponds with the top-left corner of the image. • WaypointWidths This is the matching size (in pixels) of the interaction at each step along the path 'Waypoints'. The size of WaypointWidths and Waypoints will always be the same. • WaypointTimes The offset time (in seconds) from 'EnteredAt' that each step along the path in waypoint occurred. • Processed Has this interaction been 'processed' and included as part of the summary as defined in scout_summaries.json? • EnteredAt The time the interaction begun. This date/time is in UTC and deliberately rounded to the nearest 15 minutes. The rounding is an additional privacy protection measure, clumping multiple interactions into occurring at the same time. This to make it more difficult to cross-reference interaction data with other sources of metadata.
42. ALPHA LESSONS
43. BETA PARTNERS ▸ University of Rochester ▸ Carnegie Library - Pittsburgh ▸ Boston University Law ▸ SUNY Potsdam ▸ Meridian Public Library ▸ New York Public Library ▸ Merrick Public Library
44. S M A R T B U I L D I N G Photo by KTH Biblioteket - http://flic.kr/p/7Pesb4
45. A / B T E S T S PA C E S Photo by DaveBleasdale - http://flic.kr/p/nNZRV
46. E VA L U AT E Y O U R S TA C K S Photo by ocegep - http://flic.kr/p/crdH8s
47. P L A N Y O U R S TA F F I N G Photo by infomatique - http://flic.kr/p/qkS3BQ
48. A N S W E R T H E F U N D I N G Q U E S T I O N S
49. BY LIBRARIANS FOR LIBRARIANS
50. HTTP:// MEASURETHEFUTURE.NET/ PUBLICBETA
51. QUESTIONS?
52. J A S O N G R I F F E Y P H O T O C R E D I T: C I N D I B LY B E R G F O U N D E R / P R I N C I PA L C O N S U LTA N T E V E N LY D I S T R I B U T E D L L C H T T P : / / E V E N LY D I S T R I B U T E D . N E T M E A S U R E T H E F U T U R E H T T P : / / M E A S U R E T H E F U T U R E . N E T A F F I L I AT E B E R K M A N C E N T E R F O R I N T E R N E T & S O C I E T Y H A R VA R D U N I V E R S I T Y J G R I F F E Y @ C Y B E R . H A R VA R D . E D U H T T P : / / J A S O N G R I F F E Y. N E T T H E L I B R A RY B O X P R O J E C T H T T P : / / L I B R A RY B O X . U S