8 Pages

kelly

Course: CS 4984, Fall 2008
School: Virginia Tech
Rating:
 
 
 
 
 

Word Count: 4720

Document Preview

F.3d 336 811 Page 1 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) United States Court of Appeals, Ninth Circuit. Leslie A. KELLY, an individual, dba Les Kelly Publications, dba Les Kelly Enterprises, dba Show Me The Gold, PlaintiffAppellant, v. ARRIBA SOFT CORPORATION, an Illinois Corporation, Defendant-Appellee. No. 00-55521....

Register Now

Unformatted Document Excerpt

Coursehero >> Virginia >> Virginia Tech >> CS 4984

Course Hero has millions of student submitted documents similar to the one
below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.

Course Hero has millions of student submitted documents similar to the one below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.
F.3d 336 811 Page 1 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) United States Court of Appeals, Ninth Circuit. Leslie A. KELLY, an individual, dba Les Kelly Publications, dba Les Kelly Enterprises, dba Show Me The Gold, PlaintiffAppellant, v. ARRIBA SOFT CORPORATION, an Illinois Corporation, Defendant-Appellee. No. 00-55521. Argued and Submitted Sept. 10, 2001. Opinion Filed Feb. 6, 2002. Withdrawn July 7, 2003. Re-filed July 7, 2003. *814 Charles D. Ossola, Arnold & Washington, DC, for the plaintiff-appellant. Porter, appearing at 280 F.3d 934 (9th Cir.2002), is withdrawn. It may not be cited as precedent by or to this court or any district court of the Ninth Circuit. Therefore, Appellee's petition for rehearing and the petition for rehearing en banc are DENIED as moot. OPINION This case involves the application of copyright law to the vast world of the internet and internet search engines. The plaintiff, Leslie Kelly, is a professional photographer who has copyrighted many of his images of the American West. Some of these images are located on Kelly's web site or other web sites with which Kelly has a license agreement. The defendant, Arriba Soft Corp., [FN1] operates an internet search engine that displays its results in the form of small pictures rather than the more usual form of text. Arriba obtained its database of pictures by copying images from other web sites. By clicking on one of these small pictures, called "thumbnails," the user can then view a large version of that same picture within the context of the Arriba web page. FN1. Arriba Soft has changed its name since the start of this litigation. It is now known as "Ditto.com." When Kelly discovered that his photographs were part of Arriba's search engine database, he brought a claim against Arriba for copyright infringement. The district court found that Kelly had established a prima facie case of copyright infringement based on Arriba's unauthorized reproduction and display of Kelly's works, but that this reproduction and display constituted a non-infringing "fair use" under Section 107 of the Copyright Act. Kelly appeals that decision, and we affirm in part and reverse in part. The creation and use of the thumbnails in the search engine is a fair use. However, the district court should not have decided whether the display of the larger image is a violation of Kelly's exclusive right to publicly display his works. Thus, we remand for further proceedings consistent with this opinion. I. *815 ORDER T.G. NELSON, Circuit Judge. The Opinion filed February 6, 2002, slip op.----, and The search engine at issue in this case is unconventional in that it displays the results of a user's query as "thumbnail" images. When a user wants to search the internet for information on a certain topic, he or she types a search term into a Steven Krongold, Arter and Hadden, Irvine, CA, for the plaintiff-appellant. Judith B. Jennison, Perkins Coie LLP, San Francisco, CA, for the defendant- appellee. Victor S. Perlman, American Society of Media Phographers, Inc., Philadelphia, PA, for amici curiae National Music Publishers' Association. Laura W. Brill and Elliot Brown, Irell & Manella, L.L.P., Los Angeles, CA, for amici curiae AltaVista Co., Google, Inc., and Yahoo! Inc. Fred von Lohmann, Electronic Frontier Foundation, San Francisco, CA, for amici curiae Electronic Frontier Foundation. Appeal from the United States District Court for the Central District of California; Gary L. Taylor, District Judge, Presiding. D.C. No. CV-99-00560GLT. Before B. FLETCHER, T.G. NELSON, and BERZON, Circuit Judges. Copr. West 2003 No Claim to Orig. U.S. Govt. Works 336 F.3d 811 Page 2 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) search engine, which then produces a list of web sites that contain information relating to the search term. Normally, the list of results is in text format. The Arriba search engine, however, produces its list of results as small pictures. To provide this service, Arriba developed a computer program that "crawls" the web looking for images to index. This crawler downloads full-sized copies of the images onto Arriba's server. The program then uses these copies to generate smaller, lower-resolution thumbnails of the images. Once the thumbnails are created, the program deletes the fullsized originals from the server. Although a user could copy these thumbnails to his computer or disk, he cannot increase the resolution of the thumbnail; any enlargement would result in a loss of clarity of the image. The second component of the Arriba program occurs when the user double- clicks on the thumbnail. From January 1999 to June 1999, clicking on the thumbnail produced the "Images Attributes" *816 page. This page used in- line linking to display the original fullsized image, surrounded by text describing the size of the image, a link to the original web site, the Arriba banner, and Arriba advertising. In-line linking allows one to import a graphic from a source website and incorporate it in one's own website, creating the appearance that the in-lined graphic is a seamless part of the second web page. [FN2] The in-line link instructs the user's browser to retrieve the linked-to image from the source website and display it on the user's screen, but does so without leaving the linking document. [FN3] Thus, the linking party can incorporate the linked image into its own content. As a result, although the image in Arriba's Images Attributes page came directly from the originating web site and was not copied onto Arriba's server, the user would not realize that the image actually resided on another web site. FN2. Mark Sableman, Link Law Revisited: Internet Linking Law at Five Years, 16 BERKELEY TECH. L.J. 1273, 1297 (2001). FN3. Stacey L. Dogan, Infringement Once Removed: The Perils of Hyperlinking to Infringing Content, 87 IOWA L. REV. 829, 839 n. 32 (2002). From July 1999 until sometime after August 2000, the results page contained thumbnails accompanied by two links: "Source" and "Details." The "Details" link produced a screen similar to the Images Attributes page but with a thumbnail rather than the full-sized image. Alternatively, by clicking on the "Source" link or the thumbnail from the results page, the site produced two new windows on top of the Arriba page. The window in the forefront contained solely the full-sized image. This window partially obscured another window, which displayed a reduced-size version of the image's originating web page. Part of the Arriba web page was visible underneath both of these new windows. [FN4] FN4. Currently, when a user clicks on the thumbnail, a window of the home page of the image appears on top of the Arriba page. There is no window just containing the image. In January 1999, Arriba's crawler visited web sites that contained Kelly's photographs. The crawler copied thirty-five of Kelly's images to the Arriba database. Kelly had never given permission to Arriba to copy his images and objected when he found out that Arriba was using them. Arriba deleted the thumbnails of images that came from Kelly's own web sites and placed those sites on a list of sites that it would not crawl in the future. Several months later, Arriba received Kelly's complaint of copyright infringement, which identified other images of his that came from third-party web sites. Arriba subsequently deleted those thumbnails and placed those third-party sites on a list of sites that it would not crawl in the future. The district court granted summary judgment in favor of Arriba. Kelly's motion for partial summary judgment asserted that Arriba's use of the thumbnail images violated his display, reproduction, and distribution rights. Arriba cross-moved for summary judgment. For the purposes of the motion, Arriba conceded that Kelly established a prima facie case of infringement. However, it limited its concession to the violation of the display and reproduction rights as to the thumbnail images. Arriba then argued that its use of the thumbnail images was a fair use. The district court did not limit its decision to the thumbnail images alone. The court granted summary judgment to Arriba, finding that its use of both the Copr. West 2003 No Claim to Orig. U.S. Govt. Works 336 F.3d 811 Page 3 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) thumbnail *817 images and the full-size images was fair. In doing so, the court broadened the scope of Kelly's original motion to include a claim for infringement of the full-size images. The court also broadened the scope of Arriba's concession to cover the prima facie case for both the thumbnail images and the full-size images. The court determined that two of the fair use factors weighed heavily in Arriba's favor. Specifically, the court found that the character and purpose of Arriba's use was significantly transformative and the use did not harm the market for or value of Kelly's works. Kelly now appeals this decision. II. [1] We review a grant of summary judgment de novo. [FN5] We also review the court's finding of fair use, which is a mixed question of law and fact, by this same standard. [FN6] "In doing so, we must balance the nonexclusive factors set out in 17 U.S.C. 107." [FN7] FN5. Los Angeles News Serv. v. Reuters Television Int'l. Ltd., 149 F.3d 987, 993 (9th Cir.1998). FN6. Id. FN7. Id. The district court's decision in this case involves two distinct actions by Arriba that warrant analysis. The first action consists of the reproduction of Kelly's images to create the thumbnails and the use of those thumbnails in Arriba's search engine. The second action involves the display of Kelly's larger images when the user clicks on the thumbnails. We conclude that, as to the first action, the district court correctly found that Arriba's use was fair. However, as to the second action, we conclude that the district court should not have reached the issue because neither party moved for summary judgment as to the full-size images and Arriba's response to Kelly's summary judgment motion did not concede the prima facie case for infringement as to those images. A. [2][3][4] An owner of a copyright has the exclusive right to reproduce, distribute, and publicly display FN13. Dr. Seuss, 109 F.3d at 1399. copies of the work. [FN8] To establish a claim of copyright infringement by reproduction, the plaintiff must show ownership of the copyright and copying by the defendant. [FN9] As to the thumbnails, Arriba conceded that Kelly established a prima facie case of infringement of Kelly's reproduction rights. FN8. 17 U.S.C. 106. FN9. Hustler Magazine, Inc. v. Moral Majority, Inc., 796 F.2d 1148, 1151 (9th Cir.1986) (quoting 3 M. Nimmer & D. Nimmer, Nimmer on Copyright 13.01 (1985)). [5][6] A claim of copyright infringement is subject to certain statutory exceptions, including the fair use exception. [FN10] This exception "permits courts to avoid rigid application of the copyright statute when, on occasion, it would stifle the very creativity which that law is designed to foster." [FN11] The statute sets out four factors to consider in determining whether the use in a particular case is a fair use. [FN12] *818 We must balance these factors in light of the objectives of copyright law, rather than view them as definitive or determinative tests. [FN13] We now turn to the four fair use factors. FN10. 17 U.S.C. 106, 107. FN11. Dr. Seuss Enters., L.P. v. Penguin Books USA, Inc., 109 F.3d 1394, 1399 (9th Cir.1997) (internal quotation marks omitted). FN12. The four factors are: (1) the purpose and character of the use, including whether such use is of a commercial nature or is for nonprofit educational purposes; (2) the nature of the copyrighted work; (3) the amount and substantiality of the portion used in relation to the copyrighted work as a whole; and (4) the effect of the use upon the potential market for or value of the copyrighted work. 17 U.S.C. 107. Copr. West 2003 No Claim to Orig. U.S. Govt. Works 336 F.3d 811 Page 4 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) expense of purchasing authorized copies."). 1. Purpose and character of the use. [7] The Supreme Court has rejected the proposition that a commercial use of the copyrighted material ends the inquiry under this factor. [FN14] Instead, FN14. Campbell v. Acuff-Rose Music, Inc., 510 U.S. 569, 579, 114 S.Ct. 1164, 127 L.Ed.2d 500 (1994). [t]he central purpose of this investigation is to see ... whether the new work merely supersede[s] the objects of the original creation, or instead adds something new, with a further purpose or different character, altering the first with new expression, meaning, or message; it asks, in other words, whether and to what extent the new work is transformative. [FN15] FN15. Id. (internal quotation marks and citation omitted) (alteration in original). The more transformative the new work, the less important the other factors, including commercialism, become. [FN16] FN16. Id. [8] There is no dispute that Arriba operates its web site for commercial purposes and that Kelly's images were part of Arriba's search engine database. As the district court found, while such use of Kelly's images was commercial, it was more incidental and less exploitative in nature than more traditional types of commercial use. [FN17] Arriba was neither using Kelly's images to directly promote its web site nor trying to profit by selling Kelly's images. Instead, Kelly's images were among thousands of images in Arriba's search engine database. Because the use of Kelly's images was not highly exploitative, the commercial nature of the use weighs only slightly against a finding of fair use. FN17. See, e.g., A & M Records, Inc. v. Napster, Inc., 239 F.3d 1004, 1015 (9th Cir.2001) ("[C]ommercial use is demonstrated by a showing that repeated and exploitative unauthorized copies of copyrighted works were made to save the The second part of the inquiry as to this factor involves the transformative nature of the use. We must determine if Arriba's use of the images merely superseded the object of the originals or instead added a further purpose or different character. [FN18] We find that Arriba's use of Kelly's images for its thumbnails was transformative. FN18. Campbell, 510 U.S. at 579, 114 S.Ct. 1164. Although Arriba made exact replications Kelly's of images, the thumbnails were much smaller, lowerresolution images that served an entirely different function than Kelly's original images. Kelly's images are artistic works intended to inform and to engage the viewer in an aesthetic experience. His images are used to portray scenes from the American West in an aesthetic manner. Arriba's use of Kelly's images in the thumbnails is unrelated to any aesthetic purpose. Arriba's search engine functions as a tool to help index and improve access to images on the internet and their related web sites. In fact, users are unlikely to enlarge the thumbnails and use them for artistic purposes because the thumbnails are of much lowerresolution than the originals; any enlargement results in a significant loss of clarity of the image, making them inappropriate as display material. Kelly asserts that because Arriba reproduced his exact images and added nothing *819 to them, Arriba's use cannot be transformative. Courts have been reluctant to find fair use when an original work is merely retransmitted in a different medium. [FN19] Those cases are inapposite, however, because the resulting use of the copyrighted work in those cases was the same as the original use. For instance, reproducing music CDs in computer MP3 format does not change the fact that both formats are used for entertainment purposes. Likewise, reproducing news footage into a different format does not change the ultimate purpose of informing the public about current affairs. FN19. See Infinity Broad. Corp. v. Kirkwood, 150 F.3d 104, 108 (2d Cir.1998) (concluding that retransmission of radio broadcast over telephone lines is not transformative); UMG Recordings, Inc. v. Copr. West 2003 No Claim to Orig. U.S. Govt. Works 336 F.3d 811 Page 5 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) MP3.com, Inc., 92 F.Supp.2d 349, 351 (S.D.N.Y.2000) (finding that reproduction of audio CD into computer MP3 format does not transform the work); Los Angeles News Serv., 149 F.3d at 993 (finding that reproducing news footage without editing the footage "was not very transformative"). Even in Infinity Broadcast Corp. v. Kirkwood, [FN20] where the retransmission of radio broadcasts over telephone lines was for the purpose of allowing advertisers and radio stations to check on the broadcast of commercials or on-air talent, there was nothing preventing listeners from subscribing to the service for entertainment purposes. Even though the intended purpose of the retransmission may have been different from the purpose of the original transmission, the result was that people could use both types of transmissions for the same purpose. FN20. 150 F.3d 104. FN25. Id. at 22-23. This case involves more than merely a retransmission of Kelly's images in a different medium. Arriba's use of the images serves a different function than Kelly's use--improving access to information on the internet versus artistic expression. Furthermore, it would be unlikely that anyone would use Arriba's thumbnails for illustrative or aesthetic purposes because enlarging them sacrifices their clarity. Because Arriba's use is not superseding Kelly's use but, rather, has created a different purpose for the images, Arriba's use is transformative. Comparing this case to two recent cases in the Ninth and First Circuits reemphasizes the functionality distinction. In Worldwide Church of God v. Philadelphia Church of God, Inc., [FN21] we held that copying a religious book to create a new book for use by a different church was not transformative. [FN22] The second church's use of the book was merely to make use of the same book for another church audience. The court noted that "where the use is for the same intrinsic purpose as [the copyright holder's] ... such use seriously weakens a claimed fair use." [FN23] FN21. 227 F.3d 1110 (9th Cir.2000). FN22. Id. at 1117. [9] The Copyright Act was intended to promote creativity, thereby benefitting the artist and the public alike. To preserve the potential future use of artistic works for purposes of teaching, research, criticism, and news reporting, Congress created the fair use exception. [FN26] Arriba's use of Kelly's images promotes the goals of the Copyright Act and the fair use exception. The thumbnails do not stifle artistic creativity because they are not used for illustrative or artistic purposes and therefore do not supplant the need for the originals. In addition, they benefit the public by enhancing information-gathering techniques on the internet. FN26. 17 U.S.C. 107 ("[T]he fair use of a copyrighted work ... for purposes such as criticism, comment, news reporting, teaching (including multiple copies for classroom use), scholarship, or research, is not an infringement of copyright."); see also Campbell, 510 U.S. at 576-77, 114 S.Ct. 1164. In Sony Computer Entertainment America, Inc. v. Bleem, [FN27] we held that when Bleem copied "screen shots" from Sony computer games and used them in its own advertising, it was a fair use. [FN28] FN23. Id. (internal quotation marks omitted) (alteration and ellipses in original). On the other hand, in Nezez v. Caribbean International News Corp., [FN24] the First Circuit found that copying a photograph that was intended to be used in a modeling portfolio and using it instead in a news article was a transformative use. [FN25] By putting a copy of the photograph in the newspaper, the work was transformed into news, creating a new meaning or purpose for the work. The use of Kelly's images in Arriba's search engine is more analogous to the situation in Nezez because Arriba has created a new purpose for the images *820 and is not simply superseding Kelly's purpose. FN24. 235 F.3d 18 (1st Cir.2000). Copr. West 2003 No Claim to Orig. U.S. Govt. Works 336 F.3d 811 Page 6 2003 Copr.L.Dec. P 28,633, 67 U.S.P.Q.2d 1297, 3 Cal. Daily Op. Serv. 5888, 2003 Daily Journal D.A.R. 7459 (Cite as: 336 F.3d 811) In finding that the first factor weighed in favor of Bleem, we noted that "comparative advertising redounds greatly to the purchasing public's benefit with very little corresponding loss to the integrity of Sony's copyrighted material." [FN29] Similarly, this first factor weighs in favor of Arriba due to the public benefit of the search engine and the minimal loss of integrity to Kelly's images. FN27. 214 F.3d 1022 (9th Cir.2000). FN28. Id. at 1029. FN29. Id. at 1027. 2. Nature of the copyrighted work. [10][11][12][13] "Works that are creative in nature are closer to the core of intended copyright protection than are more fact-based works." [FN30] Photographs that are meant to be viewed by the public for informative and aesthetic purposes, such as Kelly's, are generally creative in nature. The fact that a work is published or unpublished also is a critical element of its nature. [FN31] Published works are more likely to qualify as fair use because the first appearance of the artist's expression has already occurred. [FN32] Kelly's images appeared on the internet before Arriba used them in its search image. When considering both of these elements, we find that this factor weighs only slightly in favor of Kelly. FN30. A & M Records, 239 F.3d at 1016 (citing Campbell, 510 U.S. at 586, 114 S.Ct. 1164) (internal quotation marks omitted). FN31. Harper & Row Publishers, Inc. v. Nation Enters., 471 U.S. 539, 564, 105 S.Ct. 2218, 85 L.Ed.2d 588 (1985) (noting that the scope of fair use is narrower with respect to unpublished works because the author's right to control the first public appearance of his work weighs against the use of his work before its release). FN32. Id. FN36. See id. at 591, 114 S.Ct. 1164 (stating that a work that supersedes the object of the Copr. West 2003 No Claim to Orig. U.S. Govt. Works [16] This factor neither weighs for nor against either party because, although Arriba did copy each of Kelly's images as a whole, it was reasonable to do so in light of Arriba's use of the images. It was necessary for Arriba to copy the entire image to allow users to recognize the image and decide whether to pursue more information about the image or the originating web site. If Arriba only copied part of the image, it would be more difficult to identify it, thereby reducing the usefulness of the visual search engine. 4. Effect of the use upon the potential market for or value of the copyrighted work. [17][18] This last factor requires courts to consider "not only the extent of market harm caused by the particular actions of the alleged infringer, but also 'whether unrestricted and widespread conduct of the sort engaged in by the defendant ... would result in a substantially adverse impact on the potential market for the original.' " [FN35] A ...

Find millions of documents on Course Hero - Study Guides, Lecture Notes, Reference Materials, Practice Exams and more. Course Hero has millions of course specific materials providing students with the best way to expand their education.

Below is a small sample set of documents:

Virginia Tech - CS - 4804
Sep 15, 2003-- Theme thus far - problem solving by searching - assumes no knowledge- Typically - search compensates for lack of knowledge - knowledge compensates for lack of search- Knowledge representation and
Virginia Tech - CS - 5764
vti_encoding:SR|utf8-nl vti_timelastmodified:TR|20 Sep 2001 15:04:05 -0000 vti_extenderversion:SR|4.0.2.6513 vti_filesize:IR|238592 vti_title:SR|PowerPoint Presentation vti_backlinkinfo:VX| vti_nexttolasttimemodified:TR|20 Sep 2001 15:04:05 -0000 vti
Purdue - CM - 200
From emcal at bilbo.bio.purdue.edu Thu Apr 16 15:37:48 2009From: emcal at bilbo.bio.purdue.edu (Electron Microscope Scheduling System)Date: Thu, 16 Apr 2009 15:37:48 -0400 (EDT)Subject: [Cm200f-reservations] 4-21-2009 for time slot: 09:00-18:00M
Duke - ENV - 311
<!DOCTYPE html PUBLIC "-/W3C/DTD XHTML 1.0 Strict/EN" "http:/www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd"><html xmlns="http:/www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head> <title>#311: error.txt - Marine Geospatial Ecology Tools - Tr
La Sierra - PHYS - 233
La Sierra University Physics Department PHYS 233 General Physics III Sound, Light and Nuclear PhysicsGroup Physics Project Introduction: At the close of the year it seems fitting to give each student the opportunity to study into a physics-related
Georgia Tech - CS - 4440
CS4440 Course Reading SummariesPaper #: 1-43Title: Effects of Power Conservation, Wireless Coverage and Cooperation on DAta Dissemination Among Mobile Devices.(1) ProblemsFinding an efficient way of disseminating data among mobile devices.
Virginia Tech - CS - 2504
IntroductionCPU performance factors CPU Overview 1Instruction countsDetermined by ISA and compiler Determined by CPU hardwareCPI and Cycle timesWe will examine two MIPS implementations A simplified version A more realistic pipelined
Virginia Tech - CS - 1044
Test Key - CS1044 Spring 2002, Test #2 Form: A1. 5 Trace gives I: 12 11 10 9 8 J: 0 11 21 30 382. 63. 9 while, for, do.while are iteration mechanisms4. 5 Trace gives j: 2 5 8 11 14 17 20 23 26 29.5. 3 The eighth value i
CSU Long Beach - STAT - 550
Sheet1 CITY HIGH LOW NORMAL_HIGH ABERDEEN 75 54 63 AMSTERDAM 75 52 68 ANKARA 88 55 88 ATHENS 88 75 91 AUCKLAND 50 50 58 BEIJING 84 68 86 BERLIN 70 54 72 BOGOTA 68 43 64 BONN 77 54 73 BRUSSELS 75 54 72 BUENOS AIRES 46 39 61 CAIRO 93 71 95 CALGARY 72 4
Hamline - FAS - 270
CSI: New OrleansFirst Street United Methodist Church 2008 First StreetThe vision is to rebuild the church community and neighborhood through youth leadership, repairing or rebuilding housing, and through active relationship with elders in
CSU Long Beach - CECS - 282
1 4Templates1 2008 Pearson Education, Inc. All rights reserved.2Behind that outside pattern the dim shapes get clearer every day. It is always the same shape, only very numerous.- Charlotte Perkins GilmanEvery man of genius sees the world
Carroll MT - BA - 409
BA 409 Lesson 3 Introduction to ModelingFall 01Operations Research/Management Science/Decision Sciences all relate to helping us to make decisions. Our goal in the course is to analyze the potential outcomes of decision alternatives, so we can
CSU Long Beach - CECS - 274
APPENDIX A Arrays, memory and Allocation BasicsCarrano, Helman, Veroff, pp. A26-A32A. ArraysDefn: Arrays are indexed collections of components all of the same type. When using an array in C+, the dimensions and type of elements stored in the arra
CSU Long Beach - G - 486
Geography 486/586 JocoyPaul Laris and ChristyField Methods in Landscape Analysis: Geography 486/586Fall 2007Faculty: Paul Laris Departments of Geography Office: LA4 101W (tel. 985-1862) e-mail: plaris@csulb.edu Office Hours: M-Th 1:00-2:00 and
Concordia Chicago - APCS - 0809
0AKPilot Station AirportPilot StationAK16ANunapitchuk AirportNunapitchukAK1G4Grand Canyon West AirportPeach SpringsAZ2A3Larsen Bay AirportLarsen BayAK2A9Kotlik AirportKotlikAK3A5Marshall Don Hunter SrMarshallAK3T7Middle Bass
Johnson & Wales University - Denver - NC - 0708
Student Academic Planner - Charlotte1. Review course projections provided each term.HOTEL MANAGEMENTAssociate in Science Degree in Hotel Management for students entering in catalog year 2007/2008Suggested course sequencing follows. Remember: Al
Concordia Chicago - TIE - 533
Excel 2007 PivotTablesUsing Excel2007 for Data Analysis Pivot Tables and Charts 1. Please go to web page: www.zellerandassociates.com/IL-TCE On that webpage, In the Column labeled Files Click on ISAT08_Demo.2.3.Click Save.4. Click D
Concordia Chicago - TIE - 533
Merge 2007Using Access 2007 to Merge Data Prepared by Gerry Zeller 1. 2. Open Access. Choose New Blank Database3. Key in the File Name, "MergeData.accdb". Click on the Browse Folder to save the file to the Desktop. Click OK.4.Click C
CSU Long Beach - CECS - 201
CECS 201 My Name The DateHomework #11. List the binary, octal, and hexadecimal numbers from 16 to 31. Decimal 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 2. Binary 10000 Octal 20 Hexadecimal 10What is the exact number of bits in a memory tha
Concordia Chicago - ASTRO - 119
Lecture 14 Nuclear Reactions 10.27.06 D. G. York Stellar Ages Nuclear Reactions in Stars Opening music: Brahms (1833-1897), Hungarian Dance, no. 5, originally for 4 hand piano performance. Brahms died the year that Thompson discovered the electron, u
Concordia Chicago - GALTON - 476
{0.384772, 0.27668}, {0.289887, 0.170239}, {0.194569, 0.845926}, {0.160423, 0.680183}, {0.612642, 0.25794}, {0.70386, 0.909747}, {0.326182, 0.584168}, {0.694099, 0.381286}, {0.528403, 0.602342}, {0.619596, 0.835073}, {0.223941, 0.2026
Concordia Chicago - GALTON - 476
{.527, .892}, {.381, .666}, {.460, .446}, {.245, .361},{.200, .921}, {.445, .495}, {.687, .448}, {.840, .192}, {.462, .555}, {.133, .999}, {.992, .850}, {.523, .385}, {.071, .952}, {.431, .947}, {.588, .550}, {.346, .800},{.978, .872}
CSU Long Beach - CECS - 174
CECS 174 Project 2 - Due in lab on Tuesday, 9/30/03An instructor wants you to write a C+ program that will report "Passed" or "Failed" for each student based on the student's test score and the number of programs he/she completed. If the test score
Georgia Tech - AE - 1350
Homework Set #5 Due on Monday, March 29, 2004 This homework covers the third and fourth steps in your design. In this assignment, you only need to do the transport aircraft part if you are designing the transport aircraft, and vice versa. In the firs
Mercer - ETM - 647
Introduction to Manufacturing Systems / Operations ResearchWhat is Operations Research? Management Science? Operations research is concerned with scientifically deciding how to best design and operate man-machine systems, usually under conditions re
Mercer - FACULTY - 420
MemorandumTo: From:December 2008 Graduates Dr. JoEllen Dattilo, Associate Dean for the Undergraduate ProgramDate: 5/18/2009 Re:PinningCongratulations! You are nearing the finish line!In preparation for your Pinning Ceremony, the following
TAMU Commerce - FACULTY - 512
Integrative Life Planning ILP (L. Sunny Hansen) Focuses on adult career development New worldview Addresses diversity issues Holistic integration Personal agency ConnectionsILP 4 Assumptions1. Nature of knowledge changingdemanding new wa
TAMU Commerce - FACULTY - 309
<?xml version="1.0" encoding="UTF-8"?> <Error><Code>NoSuchKey</Code><Message>The specified key does not exist.</Message><Key>440db1650bafb79761d0c00bdd626235031fcecd.doc</Key><RequestId>A 8F16B6854C0555E</RequestId><HostId>RBZcguH4NsQ0ACW4iRiULoNnrhA
Dickinson State - EE - 303
ECE 303Homework - DC MachinesS. Yuvarajan1. A separately excited dc motor with Ra = 1, Rf = 30 has a linear magnetization characteristic passing through the origin and (1A, 80V) point at a speed of 1200 rpm. If the motor runs at 1500 rpm drawin
Alabama - CS - 325
CS 325Unix Programming Environment and Windows Programming with Microsoft Foundation Classes (MFC) TodayLecture 10 Unix programming environment Project2 tree iterators inheritance Homework Unix Reading AssignmentsSign up for a
Alabama - CS - 325
CS 325Unix Programming Environment and Windows Programming with Microsoft Foundation Classes (MFC) Advising for Summer and Fall preregistration AnnouncementsCS 325 Spring 2004ends this week We are offering CS 325 (Software Development
Alabama - CS - 325
CS 325Unix Programming Environment and Windows Programming with Microsoft Foundation Classes (MFC) Lecture 24 TodayDialogs DoDataExchangeCS 325 Spring 2004Projects 5 6 7 P5 = WinOthello Due in Next Monday. Loose assignment very bas
Alabama - CS - 325
CS 325Unix Programming Environment and Windows Programming with Microsoft Foundation Classes (MFC) Lecture 31 TodayBuilt in DialogsCFileDialog CColorDialogCS 325 Spring 2004Projects 6 7 P6 = WinOthelloGoldTen improvements over the ba
Alabama - CS - 325
#include <iostream.h>template <class L> class List;template <class DL> class DList;template <class N> class Node { N data; Node *next; Node *last; static int count; public: Node() { count+; } Node(N
Alabama - EXAM - 325
#include "tictactoeWin.h"#include "menu.h"/#include "TTT.H"CTTTWin:CTTTWin() {Create(NULL, "TicTacToe", WS_OVERLAPPEDWINDOW,CRect(100,100,410,450), NULL, "MyMenus");m_iToggle = 0;}CTTTWin:~CTTTWin() { }afx_msg void CTTTWin:OnNew() {
Alabama - EXAM - 325
Lecture 4 Today Project comments Unix Iterator for output HomeworkProject One is due at 9pm Friday, January 17th Project Two is due at 9pm Wednesday, January 29thSpring 2003 CS 325 Class NotesPage 1Useful "string" functions The + o
Alabama - LECTURE - 603
CS 603: Programming Language OrganizationLecture 1 Spring 2004 Department of Computer Science University of Alabama Joel JonesOutline Policy and Syllabus Prerequisites Diagnostic ImpCore2004 Joel JonesPolicy and Syllabus2004 Joel Jones
Alabama - CS - 609
Transaction Processing Concepts - Concurrency and RecoveryA transaction is a logical unit of work that contains one or more SQL statements. It starts with the first executable SQL statement, and ends when it is committed or rolled back. The effects
Alabama - BCE - 546
Dear Rehabilitation Practicum Supervisor: The Rehabilitation Counselor Education (RCE) program at the University of Alabama greatly appreciates your willingness to allow our students to participate in a practicum experience with you. The practicum al
Alabama - EC - 471
STATA Tutorialto AccompanyIntroduction to Econometrics by James H. Stock and Mark W. WatsonSTATA Tutorial to accompany Stock/Watson Introduction to Econometrics Copyright 2003 Pearson Education Inc. Adopters of Stock/Watson, Introduction to Eco
Mercer - ISE - 403
ISE 403-26 (Fall '08) Lesson: Steady State Simulations Objectives: 1. Distinguish between terminating simulations and steady-state simulations. 2. Demonstrate the ability to determine the warm-up period. 3. Demonstrate the ability to perform truncate
Adams State - US - 202
John Marshall and Judicial NationalismLandmark Cases in Support of an Important ConceptJudicial Nationalism The Constitution and Federal Law is superior to State Constitutions and State Law-Article VI of the Constitution The Supreme Court is th
Alabama - CS - 606
Consistency and ReplicationOutline Introduction (what's it all about) Data-centric consistency Client-centric consistency Replica management Consistency protocolsWhy Replicate? Reliability If one goes down, the others can stay up. Corrupt
Alabama - CS - 470
CS 470 Quiz 18Name _a. You are given a graph G with n vertices such that each vertex represents a city, and each edge represents a road between its endpoints. The engineers who design each road specify a maximum limit for the weight of any vehicl
Alabama - CS - 470
CS 470 Quiz 15Name _Show the dynamic programming computation that corresponds to the given recursive function to compute the value returned by F(6, 6). int F(i, j) { if (i = 0 & j = 0) return 2; if (i = 0) return F(i, j1) + 1; if (j = 0) return F
TAMU Commerce - FACULTY - 524
Anna Acevedo ELED 524 May 31, 2005FACT SHEET ON ATTENTION DEFICIT HYPERACTIVITY DISORDER (ADHD/ADD) Important Disclaimer Please Read This : The following information is not intended to provide any type of professional advice nor diagnostic servic
Cal Poly Pomona - HSL - 04747
Oceanography, Fall 2007Topic List for Midterm 1Below is a rough guide to the main topics that will be on the first midterm. The test will cover material through Tues. Oct 2. My intent is to give you a framework from which to study. This is not an
Shepherd - ECON - 206
THE FOLLOWING PROBLEM IS DUE FOR HOMEWORK ON THURSDAY, APRIL 16. TOTAL POINTS: 40 (2 free points) NAME _1. TOTAL POINTS: 14. The following "game" illustrates the source of the title "The Prisoner's Dilemma." Bert and Ernie are arrested for a crime.
Shepherd - RECR - 125
SHEPHERD UNIVERSITY DIVISION OF HEALTH, PHYSICAL EDUCATION, RECREATION & SPORT FALL 2004 RECR 125-01 Instructor: Introduction to Commercial Recreation & TourismAssistant Professor Stacey McLeran smcleran@shepherd.edu web page: shepherd.edu/smcleran
Alabama - PH - 105
PH105-001Quiz 5a - keyOct 3, 2008Terrence Cody is a 365 lb (166 kg) nose guard playing for UA and Tony Dixon is a 200 lb (91 kg) tailback playing for Kentucky. c During a game Dixon runs towards Cody with a speed of 5 m/s and is tackled by Cody
Alabama - PH - 105
PH105-001Quiz 7bOct 31, 2008A metal ball has a radius of 0.04 m and density of 4500 kg/m3. (a) What is the weight of the ball? 4 4 Vball = r 3 = (0.04m)3 = 2.681x10 - 4 m3 3 3 mball = V = (4500kg / m3 )(2.681x10 - 4 m3 ) = 1.206 kg Wball = m
West Point - MS - 101
CAMPAIGN, WAR SERVICE AND UNIT AWARD STREAMERS1. BACKGROUND. a. Battle honors were first depicted by inscribing the names of battles on the organizational color or guidon. On 25 August 1861, Major General John C. Fremont, commanding the Western Depa
Alabama - CS - 124
#include <iostream>#include <string>using namespace std;class Node {int data;Node *left;Node *right;public:Node( ) : data(0), left(0), right(0) { }Node(int e) : data(e), left(0), right(0) { }friend class Tree;friend ostream& opera
Alabama - CS - 124
#include <iostream>#include <string>using namespace std;class Node {int data;Node *left;Node *right;public:Node( ) : data(0), left(0), right(0) { }Node(int e) : data(e), left(0), right(0) { }friend class Tree;friend ostream& opera
Alabama - CS - 434
ProgramTemporaries ExpressionListTemporariesbar IdentifierList bareIdentifierListidentifier IdentifierListeExpressionListExpression MoreExpressionListreturn Expression OptionalPeriodeExpressionidentifier MoreExpress
Alabama - CS - 415
DKN Review of DKR ProjectPOS System Review CS 415 September 23, 2002Project Concept A full reading of the project suggests that the software is intended to be the most user friendly and cheap POS on the market. This is not stated clearly in the p
Alabama - CS - 415
tar Format Autodetect Use Case DocumentDunnavant, King, Noland Group October 18, 2002General Problem DescriptionExtend the tar system utility to autodetect compressed tar archives Extend the tar system utility in order to 'do the right thing' whe
Alabama - ENG - 609
Query Optimizer (Chapter 9.0 - 9.6)Optimization Minimizes uses of resources by choosing best set of alternative query access plans considers I/O cost, CPU cost gathers statistics - may become out of date (DB2 - RUNSTATS) selectivity of values -
Alabama - ENG - 609
Select Operation Strategies And Indexing (Chapter 8)Disk access DBs traditionally stored on disk Cheaper to store on disk than in memory Seek time, latency, data transfer time disk access is page oriented 2 - 4 KB page sizeAccess time A to
Alabama - ENG - 609
Transactions(Chapter 10-10.3)What is it? Transaction - a logical unit of database processing Motivation - want consistent change of state in data Transactions developed in 1950's e.g. banking activities - allow multiple bank tellers to read and
Alabama - CS - 470
CS 470 Exam 6 Spring 2002Name _1. Suppose we wish to compute the product of this matrix chain: W10 6 X6 4 Y4 5 Z5 9. The list of dimensions is d0=10, d1=6, d2=4, d3=5, and d4=9. Trace the dynamic programming algorithm for matrix chain product to