1. Atomate It! End-user Context- Sensitive Automation using Heterogeneous Information Sources on the Web Max Van Kleek et el. MIT Presented by Sangkeun Lee, IDS Lab, SNU

2. PIM Personal Information Management Desktop PIM Web + wealth of real-time information = new opportunity Overview Atomate : A next-generation personal information assistance engine Users can delegate to it simple context & activity reactive tasks and reminders Atomat e RSS/ATOM streams such as, e-mail online calendar news feeds Integrate into simple unified RDF world model (people, place, things, and their time varying states and activities) CNLI a constrained-input natural language interface for behavior specification,...

3. Atomate : A next-generation personal information assistance engine Users can delegate to it simple context & activity reactive tasks and reminders Atomat e RSS/ATOM streams such as, e-mail online calendar news feeds Integrate into simple unified RDF world model (people, place, things, and their time varying states and activities) CNLI a constrained-input natural language interface for behavior specification,... Overview In this paper, the authors shows that RSS feeds can be used as sensor streams to drive adaptive, context reactive automation No complex inference, learning, reasoning Two key components 1. internal RDF data model that simplifies the integration of heterogeneous information 2. easy interface for end-users to create behaviors and to modify the data model

4. Scenario 1: Simple contextual reminding Scenario 2: Social coordination Scenario 3: Extending the system Atomate Walk-Through

5. Situation - Xaria needs to do certain household chores on particular days of the week - However, she often forgets to do them since she sometimes works late - A regular calendar alarm would interrupt while she’s still at the office or else. Scenario 1: Simple contextual reminding Extending Atomate With Atomate, she can set up a reminder action to trigger precisely when she gets home via a various mechanisms such as e- mail, SMS, desktop notification

8. Constraints are evaluated against Atomate’s RDF world model, which is formed from the integration of various web data streams about various people, places, things, and their relationships

9. Situation - Ben is often overloaded with things to do and misses events on his calendar - He sometimes forgets things to do - Or He misses events when he’s busy with other things - In either case, he wants to be notified which of his friends (if any) attended events he’s scheduled Rule - [Notify me] [whenever] [my] [current calendar event’s] [location] [is not] [my] [location] - [any friend’s] [loation] [is] [my] [current calendar event’s] [location] - * ‘any’ is a wildcard Scenario 2: Social coordination

10. Situation - Sherry prefers buying groceries from Cropz, a local organic grocer, but the availability of produce items there changes few every days - Cropz started posting the arrival of fresh items on a simple static web page - She sets up an Atomate script to inform her to not buy available organic items whenever she arrives at the supermarket How to do? - Her grocer does not pubish an RSS feed, so she uses DAPPER to construct a mapper to scrape the grocer’s site every couple days - http://www.dapper.net/open/ http://www.dapper.net/open/ Scenario 3: Extending the system Static WebRSS feed

11. Rule: Notify me when my location is Cropz and any Fresh Cropz’s posted date is within the past 24 hours new RDF classes can be spontaneously created from data arriving from new sources

12. Atomate Data Flow - Retrieving information from the web - Updating its world model - Triggering specified rules : rules can either cause updates to properties of entities in the world model or trigger a notification : new actions can be added to call arbitrary web services

13. Atomate Atomate’s world model - represents all data as RDF entities, including information about about things in the physical world (people, places, events), digital items(messages, articles, tweets, and e-mails), as well as Atomate specific rules, predicates, and data sources - users can redefine or add their own predicates and so on. (via entity Explorer) Rules - ‘and’ ‘any’, ‘that’, ‘set’ - the rule chainer is a naive forward rule chainer that uses a brute-force approach

14. Atomate User Interface - “My Stuff”: The Entity Explorer - global address book to reference information obtained from web sources about people, places, events, articles, and so on. - Properties can be edited - Redundant items can be merged -... - Rule creation and management interface - refer to scenarios

15. Adding predicates and actions - Javascript implementation Adding new data sources - refer to Scenario 3 - 1) prepare an RSS/ATOM or public XML feed - 2) Establish a mapping between the new type and an existing Atomate type - Atomate retrieves and displays a selection of raw items from the new sources - the user selects the Atomate type that best matches the type of the entities retrieved from the new source - Atomate automatically maps properties in the destination type that match source type property exactly - Users can manually match remaining properties Extending Atomate

16. Extending Atomate’s schemas Automatically updated properties - [whenever][any GPS Observation’s][user id] is [any Person’s][gps service username], set [that Person]’s [current location] to [that GPS Observation’s][location] Extending Atomate

17. Evaluation

19. Extending the rule language “within N minutes of” “while”,... Simulation and by-demonstration UI Sharing behaviors and activity feeds From pull to push: PubSubHubbub Ongoing Work

20. RSS feed as datasource for Context- aware Service LifeLogOn vs. Atomate CNLI for Korean Language? Discussion and Conclusion