The Future of Information Chris Pal Assistant Professor, Computer Science University of Rochester.

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Presentation transcript:

The Future of Information Chris Pal Assistant Professor, Computer Science University of Rochester

What Comes to Your Mind? For the words Picture Book Library Newspaper Radio Television Telephone Computer

What Comes to Your Mind? Now, let’s consider some recent developments… For the words Picture Book Library Newspaper Radio Television Telephone Computer

Electronic Storage of All Human Knowledge is Within Reach The Internet Archive - Brewster Kahle The Wayback Machine Archive of the Internet from 1996-Present Size, 2 petabytes of data Currently growing at 20 terabytes per month. ‘Eclipses the amount of text contained in the world's largest libraries, including the Library of Congress’

How is this Possible? Storage Technology 1 Terabyte of hard disk, approx. $500 A Petabyte - on the order of $1million (8 racks) Digitization Efforts Books: 10 cents/page, about $30/book 150,000 books Audio: $10/hour for archival 100,000 items Video: $15/hour to digitize 50,000 videos 120 TB Rack

Also, Consider that Memory for Small Devices Has reached a critical point for many applications – importantly it is read/write Smaller and less expensive each year $34 Retail $18 Retail

Concrete Examples kilo 10 3 mega 10 6 giga 10 9 tera peta exa zeta yotta song as an MP3, 5 MB 400 songs on 2GB Card 200,000 songs on a PC 200 Million songs in a room ‘We’ are here now

Physical Transportation of Information can be Effective Data over radio is also being used in Mali Locally processed and re-distributed via broadcast radio Local access via local wireless or flash cards also possible Similar to a North American video store From: S. Keshav, U. Waterloo

What Should We Store First? There are still many choices 1999 estimate of the world’s production of storable information: 1.5 exabytes Smallholders - Agricultural Information Examples: Core Historical Literature of Agriculture (CHLA)

Digitization and Information Extraction

Information Extraction Allows us to create structured databases from unstructured text (e.g. monster.com) IDCrop/ Animal LocationIssueRemedial Measures 130Sweet Corn Long Island DiseaseResistant strains 129WheatMonroe County InsectPesticide A 128Dairy Cow IthacaMilk Yield etc. From the database we can: (1) enable better indexing and search (2) generate user tailored summaries & digests

Ways to Impact Small Landholders Create archival information sources - Digitize existing general knowledge and past experimental information & extract DB records - Obtain and include local information sources - Create image to text for local languages Mediate the flow of current information - New technologies: seeds, fertilizers, etc. - Alerts about diseases - Market information, access to inputs, capital Filter Information, Process and Distribute - How do we go from raw information to the small landholder? - Challenges: literacy, infrastructure

Paper, Subscriptions & Customization Traditional paper formats are still powerful (e.g. Classical Newsletters, BMPs, Spore, etc…) We can learn from magazine subscription models - market based implicit sustainability Information processing allows us to create user customize digests in both electronic (e.g. text, audio) and paper formats, a custom ‘newspaper’ User customized search and feedback are active areas of research What if information could search for you?

Broadcast Radio Radio is comparatively low cost for information delivery to non-literate people Already used effectively for education in Africa, e.g. Education and Development Center in Africa reaches 80,000 children Can effectively reach women Low power receivers: solar power and hand cranked generators available for many years

Radio Today and Tomorrow 1. Radio receivers can now be fully integrated into small, low power recording devices and cell phones Allows for time shifting of broadcasts 2. New technologies for data broadcast using radio allows large areas to be covered with low infrastructure costs Market information, weather, local information, audio metadata for indexing

Indexing and Organizing Multimedia

Feedback Mechanisms Online retail sites have already deployed techniques for rating products and media Spectrum of feedback: - Simple numerical rating - Detailed product reviews - Complete online discussions and debates ‘Easy’ implement extensions of these ideas What about interactivity with low bandwidth communication, such as text messaging

Question Answering Forum From Krithi R., IIT Bombay. Thousands of posts, serving all of India. Both a web interface and cell phone based SMS interaction.

Leveraging Q&A Databases Consider Google 411 or Microsoft’s variant (demo) Here, we can create methods to identify if an answer already exists in the database Given the archive, we can hire people to translate questions and answers into local languages We can then use this corpus as an excellent test bed to develop automated translation techniques Speech recognition and synthesis techniques could be developed / tailored for these scenarios Resulting technology could then be applied to augment other information sources, e.g.

Community Generated Content Associate information with maps, by hand or with extraction We could easily fit the text of an agricultural Wikipedia / Agpedia / WikiGIS on a flash memory card Distribute information formatted for cell phones, Use text to speech to give access to non-literate users WikiMedia vs. Wikipedia

But, What is a Television? 7” Digital ‘Picture Frame’ $60 $40 Cell Phone [All you need to do to create a computer for the developing world is to connect a phone to a television] – C. Pal, C. Mundie and B. Gates :)

What is Important Devices with no moving parts Low power consumption For LCDs – better text fidelity We can think about Television programs as files (100s MB), radio programs as files and New, inexpensive low power chips process these files

Implications and Ideas Parts of the developing world may skip the era of CRTs and broadcast TVs. Interactive radio may be a concrete first step. 5 year horizon: multimedia, wikimedia like agricultural portals tailored new device formats.

Highlights: How Technology Can Enhance Information Value ‘Chains’ Read/write data storage now very inexpensive Digitization and modern information extraction can help organize information on a massive scale Language technologies: translation, speech recognition, speech synthesis – almost mature Support the construction of high quality print, radio, and multimedia productions by giving communicators greater access to information Low cost ‘personal’ and shared devices can be used to interact with structured multimedia Immediate, medium and long term solutions. the Ecosystem