Преглед изворни кода

New papers and updated bibliography

tags/SensorLogger/0.1
Chris Smith пре 14 година
родитељ
комит
2067f6a75f
3 измењених фајлова са 124 додато и 8 уклоњено
  1. BIN
      papers/Hudson2003.pdf
  2. BIN
      papers/Liao2007b.pdf
  3. 124
    8
      papers/project.bib

BIN
papers/Hudson2003.pdf Прегледај датотеку


BIN
papers/Liao2007b.pdf Прегледај датотеку


+ 124
- 8
papers/project.bib Прегледај датотеку

@@ -137,6 +137,15 @@
137 137
 	using datasets annotated by the subjects themselves.},
138 138
   citeulike-article-id = {1188357},
139 139
   citeulike-linkout-0 = {http://www.springerlink.com/content/9aqflyk4f47khyjd},
140
+  comment = {Multiple accelerometers in different locations. Decision-tree classifiers.
141
+	Some activities are subject-specific.
142
+	
143
+	For instance, laboratory acceleration data of walking displays distinct
144
+	phases of a consistent gait cycle which can aide recognition of pace
145
+	and incline [2]. However, acceleration data from the same subject
146
+	outside of the laboratory may display marked fluctuation in the relation
147
+	of gait phases and total gait length due to decreased self-awareness
148
+	and fluctuations in traffic.},
140 149
   file = {Bao2004.pdf:Bao2004.pdf:PDF},
141 150
   keywords = {acceleration},
142 151
   owner = {chris},
@@ -417,6 +426,17 @@
417 426
   timestamp = {2009.12.01}
418 427
 }
419 428
 
429
+@INBOOK{Han2006,
430
+  chapter = {6},
431
+  pages = {348-350},
432
+  title = {Data mining: concepts and techniques},
433
+  publisher = {Morgan Kaufmann},
434
+  year = {2006},
435
+  author = {Han, J and Kamber, M},
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+  owner = {chris},
437
+  timestamp = {2010.01.14}
438
+}
439
+
420 440
 @MISC{Hein2008,
421 441
   author = {Albert Hein and Thomas Kirste},
422 442
   title = {Towards Recognizing Abstract Activities: An Unsupervised Approach},
@@ -525,6 +545,32 @@
525 545
   url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.8472}
526 546
 }
527 547
 
548
+@INPROCEEDINGS{Hudson2003,
549
+  author = {Hudson, Scott and Fogarty, James and Atkeson, Christopher and Avrahami,
550
+	Daniel and Forlizzi, Jodi and Kiesler, Sara and Lee, Johnny and Yang,
551
+	Jie},
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+  title = {Predicting human interruptibility with sensors: a Wizard of Oz feasibility
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+	study},
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+  booktitle = {CHI '03: Proceedings of the SIGCHI conference on Human factors in
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+	computing systems},
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+  year = {2003},
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+  pages = {257--264},
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+  publisher = {ACM Press},
559
+   = {New York, NY, USA},
560
+  citeulike-article-id = {410042},
561
+  citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=642657},
562
+  citeulike-linkout-1 = {http://dx.doi.org/10.1145/642611.642657},
563
+  doi = {10.1145/642611.642657},
564
+  file = {Hudson2003.pdf:Hudson2003.pdf:PDF},
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+  isbn = {1581136307},
566
+  keywords = {interruptibility, wizard\_of\_oz},
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+  owner = {chris},
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+  posted-at = {2005-12-04 00:50:45},
569
+  priority = {0},
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+  timestamp = {2010.01.11},
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+  url = {http://dx.doi.org/10.1145/642611.642657}
572
+}
573
+
528 574
 @INPROCEEDINGS{Huynh2005,
529 575
   author = {Huynh, T\^{a}m and Schiele, Bernt},
530 576
   title = {Analyzing features for activity recognition},
@@ -716,6 +762,43 @@
716 762
   url = {http://dx.doi.org/10.1177/0278364907073775}
717 763
 }
718 764
 
765
+@ARTICLE{Liao2007b,
766
+  author = {Liao, Lin and Patterson, Donald J. and Fox, Dieter and Kautz, Henry},
767
+  title = {Learning and inferring transportation routines},
768
+  journal = {Artificial Intelligence},
769
+  year = {2007},
770
+  volume = {171},
771
+  pages = {311--331},
772
+  number = {5-6},
773
+  month = {April},
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+   = {This paper introduces a hierarchical Markov model that can learn and
775
+	infer a user's daily movements through an urban community. The model
776
+	uses multiple levels of abstraction in order to bridge the gap between
777
+	raw GPS sensor measurements and high level information such as a
778
+	user's destination and mode of transportation. To achieve efficient
779
+	inference, we apply Rao-Blackwellized particle filters at multiple
780
+	levels of the model hierarchy. Locations such as bus stops and parking
781
+	lots, where the user frequently changes mode of transportation, are
782
+	learned from GPS data logs without manual labeling of training data.
783
+	We experimentally demonstrate how to accurately detect novel behavior
784
+	or user errors (e.g. taking a wrong bus) by explicitly modeling activities
785
+	in the context of the user's historical data. Finally, we discuss
786
+	an application called "Opportunity Knocks" that employs our techniques
787
+	to help cognitively-impaired people use public transportation safely.},
788
+  citeulike-article-id = {1541495},
789
+  citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1238288},
790
+  citeulike-linkout-1 = {http://dx.doi.org/10.1016/j.artint.2007.01.006},
791
+  citeulike-linkout-2 = {http://www.sciencedirect.com/science/article/B6TYF-4N49VP9-1/2/8f05b8caf7327ceb8762ab5e1b95efc9},
792
+  doi = {10.1016/j.artint.2007.01.006},
793
+  file = {Liao2007b.pdf:Liao2007b.pdf:PDF},
794
+  keywords = {learning, statistical-inference},
795
+  owner = {chris},
796
+  posted-at = {2008-11-28 02:40:32},
797
+  priority = {2},
798
+  timestamp = {2010.01.13},
799
+  url = {http://dx.doi.org/10.1016/j.artint.2007.01.006}
800
+}
801
+
719 802
 @ARTICLE{Lukowicz2002,
720 803
   author = {Lukowicz, P. and Junker, H. and St\"{a}ger, M. and von B\"{u}ren,
721 804
 	T. and Tr\"{o}ster, G.},
@@ -1330,6 +1413,18 @@
1330 1413
   timestamp = {2009.12.03}
1331 1414
 }
1332 1415
 
1416
+@INBOOK{Witten2000,
1417
+  chapter = {3},
1418
+  pages = {72-75},
1419
+  title = {Data Mining: Practical Machine Learning Tools and. Techniques with
1420
+	Java Implementations},
1421
+  publisher = {Morgan Kaufmann},
1422
+  year = {2000},
1423
+  author = {Ian H. Witten and Eibe Frank},
1424
+  owner = {chris},
1425
+  timestamp = {2010.01.14}
1426
+}
1427
+
1333 1428
 @INPROCEEDINGS{Wyatt2007,
1334 1429
   author = {Wyatt, D. and Choudhury, T. and Kautz, H.},
1335 1430
   title = {Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive
@@ -1366,6 +1461,27 @@
1366 1461
   timestamp = {2009.12.03}
1367 1462
 }
1368 1463
 
1464
+@MISC{ChangeWave2010,
1465
+  title = {http://www.changewaveresearch.com/articles/2010/01/smart\_phone\_20100104.html},
1466
+  owner = {chris},
1467
+  timestamp = {2010.01.12},
1468
+  url = {http://www.changewaveresearch.com/articles/2010/01/smart_phone_20100104.html}
1469
+}
1470
+
1471
+@MISC{ComputerWorld2010,
1472
+  title = {http://www.computerworld.com/s/article/9139026/},
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+  owner = {chris},
1474
+  timestamp = {2010.01.12},
1475
+  url = {http://www.computerworld.com/s/article/9139026/Android_to_grab_No._2_spot_by_2012_says_Gartner}
1476
+}
1477
+
1478
+@MISC{TwoFortyFourAm2010,
1479
+  title = {http://www.twofortyfouram.com/},
1480
+  owner = {chris},
1481
+  timestamp = {2010.01.14},
1482
+  url = {http://www.twofortyfouram.com/}
1483
+}
1484
+
1369 1485
 @comment{jabref-meta: selector_publisher:}
1370 1486
 
1371 1487
 @comment{jabref-meta: selector_author:}
@@ -1378,13 +1494,13 @@
1378 1494
 
1379 1495
 @comment{jabref-meta: groupstree:
1380 1496
 0 AllEntriesGroup:;
1381
-1 ExplicitGroup:Unread\;0\;Aha1991\;Bao2004\;Bardram2005\;Bellotti2008
1382
-\;Consolvo2008\;Eagle2006\;Horvitz1998\;Keerthi1999\;Lee2007\;Lester20
1383
-05\;Lester2006\;Liao2007\;Liao2007a\;Lukowicz2002\;Mahdaviani2007\;Mat
1384
-hie2004\;Maurer2006\;Parkka2006\;Patterson2004\;Philipose2003\;Philipo
1385
-se2003a\;Philipose2004\;Raento2005\;Ravi2005\;Rudstroem2004\;Salber199
1386
-9\;Schapire1999\;Schilit1994\;Schmidt1999\;Schmidt2008\;Shen2004\;Siew
1387
-iorek2003\;Song2005\;Stiefmeier2008\;Tentori2008\;Terry2002\;Voida2002
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-\;Wang2009\;Wyatt2007\;Yang2008\;;
1497
+1 ExplicitGroup:Unread\;0\;Aha1991\;Bardram2005\;Bellotti2008\;Consolv
1498
+o2008\;Eagle2006\;Horvitz1998\;Hudson2003\;Keerthi1999\;Lee2007\;Leste
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+2002\;Wang2009\;Wyatt2007\;Yang2008\;;
1389 1505
 }
1390 1506
 

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