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Human-Centered Computing Foundations, Fall 2010
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Lecture 20
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Lecture 20
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1: [[[[image:http://wwwimages.adobe.com/www.adobe.com/ubi/template/identity/adobe/screen/icon/pdf.gif||alt="pdf file"]]pdf version>>attach:L20-lifelong-learning-nov29.pdf]] 2: 3: 4: (% border="0" cellpadding="5" cellspacing="0" style="page-break-before: always;" width="772" %) 5: (% valign="TOP" %)|(% width="328" %)(% class="xwiki-document" %) 6: ((( 7: (% style="color: rgb(0, 0, 255);" %)[[image:output_html_5492bed5.gif||border="0" height="202" name="graphics1" width="323"]] 8: )))|(% width="424" %)(% class="xwiki-document" %) 9: ((( 10: 11: (% align="RIGHT" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in;" %) 12: (% style="font-size: 1.4em;" %)**Wisdom is not the product of schooling** 13: 14: (% align="RIGHT" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in;" %) 15: (% style="font-size: 1.4em;" %)**but the lifelong attempt to acquire it.** 16: 17: (% align="RIGHT" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in;" %) 18: (% style="font-size: 1.4em;" %)**- Albert Einstein** 19: ))) 20: 21: (% align="CENTER" style="margin-bottom: 0.06in; background: none repeat scroll 0% 0% rgb(242, 242, 242); border: 2.5pt solid rgb(0, 0, 0); padding: 0.01in; line-height: 0.25in;" %) 22: (% style="font-size: 28pt;" %)**Lifelong Learning and its Impact on Human-Centered Computing** 23: 24: 25: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 26: (% style="font-size: 1.2em;" %)**Gerhard Fischer, Hal Eden, and Holger Dick — Fall Semester 2010** 27: 28: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 29: (% style="color: rgb(0, 0, 255);" %)__[[(% style="color: rgb(0, 0, 255); font-size: 1.2em" %)**gerhard@colorado.edu**>>mailto:Gerhard@colorado.edu||class="western"]](%%)__(% style="font-size: 1.2em;" %)**; **(% style="color: rgb(0, 0, 255);" %)__[[(% style="color: rgb(0, 0, 255); font-size: 1.2em" %)**haleden@colorado.edu**>>mailto:haleden@colorado.edu||class="western"]](%%)__(% style="font-size: 1.2em;" %)**; **(% style="color: rgb(0, 0, 255);" %)__[[(% style="color: rgb(0, 0, 255); font-size: 1.2em" %)**holger.dick@gmail.com**>>mailto:holger.dick@gmail.com||class="western"]](%%)__(% style="font-size: 1.2em;" %)**; ** 30: 31: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 32: (% style="font-size: 1.2em;" %)**November 29, 2010** 33: 34: (% class="western" style="margin-left: 0.5in; margin-right: -0.5in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 35: (% style="font-size: 16pt;" %)**paper: **Brown, J. S. (2005) “New Learning Environments for the 21st Century” __http:~/~/www.johnseelybrown.com/newlearning.pdf__ 36: 37: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 38: (% style="font-size: 23pt;" %)**LifeLong Learning** 39: 40: * (% style="font-size: 1.4em;" %)**more than “adult education” **(% style="font-family: Wingdings;" %)**?**(%%)** **tries to cover and unify all phases:** **intuitive learner (home), scholastic learner (school and university), skilled domain worker (workplace) 41: 42: * (% style="font-size: 1.4em;" %)**integration of working and learning **(% style="font-family: Wingdings;" %)**?**(%%)** **learning is a new form of labor 43: 44: * (% style="font-size: 1.4em;" %)**engagement in self-directed, authentic learning activities **(% style="font-family: Wingdings;" %)?(% style="color: rgb(128, 0, 128);" %) see lecture about “Long Tail” 45: 46: * (% style="font-size: 1.4em;" %)**learning on demand **(% style="font-family: Wingdings;" %)**?**(%%)** **coverage is impossible and obsolescence cannot be avoided (% style="font-family: Wingdings;" %)?(%%) (% style="color: rgb(128, 0, 128);" %)see lecture on domain-oriented design environments (reflection-in-action, critiquing) 47: 48: * (% style="font-size: 1.4em;" %)organizational and collaborative learning**: **the individual human mind is limited (% style="font-family: Wingdings;" %)**?**(%%) (% style="color: rgb(128, 0, 128);" %)see lecture on Envisionment and Discovery Collaboratory 49: 50: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 51: (% style="font-size: 20pt;" %)**School Learning and Lifelong Learning** 52: 53: (% border="1" bordercolor="#000080" cellpadding="5" cellspacing="0" width="775" %) 54: (% valign="TOP" %)|(% bgcolor="#000080" width="163" %)|(% bgcolor="#000080" width="289" %)(% style="font-size: 1.4em;" %)**School Learning**|(% bgcolor="#000080" width="292" %)(% style="font-size: 1.4em;" %)**Lifelong Learning** 55: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**emphasis**|(% width="289" %)“(% style="font-size: 1.4em;" %)basic” skills|(% width="292" %)(% style="font-size: 1.4em;" %)education embedded in ongoing work activities 56: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**potential drawbacks**|(% width="289" %)(% style="font-size: 1.4em;" %)decontextualized, not situated|(% width="292" %)(% style="font-size: 1.4em;" %)important concepts are not encountered 57: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**problems**|(% width="289" %)(% style="font-size: 1.4em;" %)given|(% width="292" %)(% style="font-size: 1.4em;" %)constructed 58: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**new topics**|(% width="289" %)(% style="font-size: 1.4em;" %)defined by curricula|(% width="292" %)(% style="font-size: 1.4em;" %)arise incidentally from work situations 59: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**structure**|(% width="289" %)(% style="font-size: 1.4em;" %)pedagogic or “logical” structure|(% width="292" %)(% style="font-size: 1.4em;" %)work activity 60: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**roles**|(% width="289" %)(% style="font-size: 1.4em;" %)expert-novice model|(% width="292" %)(% style="font-size: 1.4em;" %)reciprocal learning 61: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**teachers**|(% width="289" %)(% style="font-size: 1.4em;" %)expound subject matter|(% width="292" %)(% style="font-size: 1.4em;" %)engage in work practice 62: (% valign="TOP" %)|(% width="163" %)(% style="font-size: 1.4em;" %)**mode**|(% width="289" %)(% class="xwiki-document" %) 63: ((( 64: (% style="font-size: 1.4em;" %)instructionism 65: (knowledge absorption) 66: )))|(% width="292" %)(% class="xwiki-document" %) 67: ((( 68: (% style="font-size: 1.4em;" %)constructionism 69: (knowledge construction) 70: ))) 71: 72: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 73: (% style="font-size: 23pt;" %)**Designing Technological Support for Lifelong Learning** 74: 75: * (% style="font-size: 1.4em;" %)who is the teacher or the learner — computer or student? 76: 77: * (% style="font-size: 1.4em;" %)**the computer as teacher** 78: 79: (% start="0" %) 80: 1. (% style="font-size: 16pt;" %)Programmed instruction 81: 1. (% style="font-size: 16pt;" %)Computer-assisted instruction 82: 1. (% style="font-size: 16pt;" %)Intelligent Tutoring Systems 83: 1. (% style="font-size: 16pt;" %)Intelligent Agents 84: 85: * (% style="color: rgb(0, 0, 0);" %)**the students as teacher** (% style="font-family: Wingdings;" %)?(% style="color: rgb(0, 0, 0);" %) Interactive **programming** environments 86: 87: (% start="0" %) 88: 1. (% style="font-size: 16pt;" %)LOGO, Smalltalk, Squeak, Scratch, Agentsheets, Hypergami 89: 1. (% style="font-size: 16pt;" %)domain-oriented design environments 90: 91: * (% style="font-size: 1.4em;" %)**media and tools transcending the unaided, individual human mind** 92: 93: (% start="0" %) 94: 1. (% style="font-size: 16pt;" %)interactive learning environments ? simulation, visualization, critiquing, intelligent summarizing ((% style="color: rgb(128, 0, 128);" %)Movie: Learning about Gravity) 95: 1. (% style="font-size: 16pt;" %)computer-mediated communication and collaboration ? Wikis, Warehouse 96: 97: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 98: [[image:output_html_m1074fca1.gif||border="0" height="546" name="graphics2" width="765"]] 99: 100: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 101: (% style="font-size: 23pt;" %)**Movie: Learning about Gravity** 102: 103: 104: * (% style="font-size: 1.4em;" %)teach about gravity (% style="font-family: Wingdings;" %)??(%%) letting people experience it 105: 106: * (% style="font-size: 1.4em;" %)use contradictions as a source for curiosity and insight 107: 108: * (% style="font-size: 1.4em;" %)ask interesting questions and let the students come up with answers 109: 110: * (% style="font-size: 1.4em;" %)use of new media (Squeak = open source version of Smalltalk) 111: 112: * (% style="font-size: 1.4em;" %)reinvent the classroom culture with new media (beyond clickers) 113: 114: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 115: (% style="font-size: 23pt;" %)**Duality between Learning and Contributing** 116: 117: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 118: (% style="font-size: 1.4em;" %)(supported by (% style="color: rgb(128, 0, 128);" %)**meta-design**(%%)) 119: 120: (% class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 121: [[image:output_html_m2ac95364.gif||border="0" height="400" name="graphics3" width="619"]] 122: 123: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 124: (% style="font-size: 23pt;" %)**New Learning Environments for the 21st Century** 125: 126: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 127: (% style="font-size: 1.4em;" %)//<<//(% style="font-size: 16pt;" %)// Brown, J. S. (2005) “New Learning Environments for the 21st Century”>>// 128: 129: 130: * (% style="font-size: 1.4em;" %)**21st century:** 131: 132: * \\ 133: ** (% style="font-size: 16pt;" %)the pace of change continues to increase 134: ** (% style="font-size: 16pt;" %)the world is becoming more interconnected and complex, 135: ** (% style="font-size: 16pt;" %)the knowledge economy requires more intellectual competencies 136: 137: * (% style="font-size: 1.4em;" %)**challenge: **find ways to tap the naturally occurring curiosities of learners to do more learning on their own 138: 139: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 140: (% style="font-size: 23pt;" %)**New Learning Environments for the 21st Century** 141: 142: 143: * (% style="font-size: 1.4em;" %)**most students today will not have a fixed, single career** 144: 145: * \\ 146: ** (% style="font-size: 16pt;" %)encompasses multiple careers 147: ** (% style="font-size: 16pt;" %)moving from career to career: much of what people will need to learn won’t be what they learned in school a decade earlier ? they will have to be able to pick up new skills outside of today’s traditional educational institution 148: 149: * (% style="font-size: 1.4em;" %)**nearly all of the significant problems of tomorrow are likely to be systemic problems** 150: 151: * \\ 152: ** (% style="font-size: 16pt;" %)problems that can’t be addressed by any one specialty 153: ** (% style="font-size: 16pt;" %)learners need to feel comfortable working in cross disciplinary teams that encompass multiple ways of knowing 154: 155: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 156: (% style="font-size: 23pt;" %)**Our Credo of Lifelong Learning** 157: 158: 159: * (% style="font-size: 1.4em;" %)**assumption**: If the world of working and living relies on //collaboration, creativity, definition and framing of problems// and if it requires dealing with //uncertainty, change, and intelligence that is distributed// across minds, cultures, disciplines, and tools 160: 161: * (% style="font-size: 1.4em;" %)**consequence: **education should foster on competencies that prepare students for having meaningful and productive lives in such a world 162: 163: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 164: (% style="font-size: 23pt;" %)**Beyond a Divided Lifetime: the Fallacy of 165: the “Big Switch” Approach** 166: 167: * (% style="color: rgb(0, 0, 0);" %)**the problem: **the gap between school-based learning and learning in practical settings 168: 169: * (% style="color: rgb(0, 0, 0);" %)**misleading assumption:** humans at a certain age will be able to throw the “big switch” and become self-directed learners, engage in problem framing, communication, and collaboration….. — after they have not experienced and practiced this during their the first 30 or 40 years of their lives 170: 171: * (% style="color: rgb(0, 0, 0);" %)**goal: **close the gap between school and workplace learning 172: 173: * (% style="font-size: 16pt;" %)allow learners to engage in activities requiring collaboration, creativity, problem framing, and use of powerful tools 174: * (% style="font-size: 16pt;" %)integrate learning into working and playing instead of conceptualizing it as a separate activity 175: 176: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 177: (% style="font-size: 23pt;" %)**Mindsets — The Fallacy of the “Big Switch” Model** 178: 179: (% class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 180: [[image:output_html_m5ea52d93.gif||border="0" height="370" name="graphics4" width="816"]] 181: 182: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.06in; line-height: 0.25in;" %) 183: (% style="font-size: 1.6em;" %)**school university work** 184: 185: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 186: (% style="font-size: 23pt;" %)**Science of Learning** 187: 188: 189: * “(% style="font-size: 1.4em;" %)//A decade of interdisciplinary research on everyday cognition demonstrates that school-based learning, and learning in practical settings, have significant discontinuities. **We can no longer assume that what we discover about learning in schools is sufficient for a theory of human learning**.”// — Scribner and Sachs 190: 191: 192: * “(% style="font-size: 1.4em;" %)//In important transformations of our personal lives and organizational practices, we must learn new forms of activity which are not there yet. They are literally learned as they are being created. **There is no competent teacher**. Standard learning theories have little to offer if one wants to understand these processes.”// — Yrjö Engeström 193: 194: (% align="CENTER" class="western" style="margin-bottom: 0in; line-height: 100%; page-break-before: always;" %) 195: (% style="font-size: 21pt;" %)//**Formal and Informal Learning?**// 196: 197: (% align="CENTER" class="western" style="margin-bottom: 0in; line-height: 100%;" %) 198: (% style="font-size: 16pt;" %)//**<source: LIFE Center, University of Wash + Stanford>**// 199: 200: 201: 202: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; font-weight: normal; line-height: 0.25in;" %) 203: [[image:output_html_m3a664917.gif||border="0" height="331" name="graphics5" width="764"]] 204: 205: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 206: (% style="font-size: 23pt;" %)**Learning: Current Theories** 207: 208: * (% style="font-size: 16pt;" %)learning is a process of **knowledge construction**, not of knowledge recording or absorption 209: 210: * (% style="font-size: 16pt;" %)learning is **knowledge-dependent**; people use their existing knowledge to construct new knowledge 211: 212: * (% style="font-size: 16pt;" %)learning is highly **tuned to the situation** in which it takes place 213: 214: * (% style="font-size: 16pt;" %)learning needs to account for **distributed cognition **requiring to combine knowledge in the head with knowledge in the world 215: 216: * (% style="font-size: 16pt;" %)learning is affected as much by **motivational issues **as by cognitive issues 217: 218: * (% style="font-size: 16pt;" %)**learning and teaching are not inherently linked** (“much learning takes place without teaching” — but: “much teaching takes place without learning”) 219: 220: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 221: (% style="font-size: 20pt;" %)**Learning: Current Theories ? Specific System Developments** 222: 223: * (% style="font-size: 16pt;" %)learning is a process of **knowledge construction**, not of knowledge recording or absorption ?// **reflection-in-action, argumentation**// 224: 225: * (% style="font-size: 16pt;" %)learning is **knowledge-dependent**; people use their existing knowledge to construct new knowledge ?// **differential descriptions, user models, personalization**// 226: 227: * (% style="font-size: 16pt;" %)learning is highly **tuned to the situation** in which it takes place ?// **human problem-domain communication, domain-oriented design environments**// 228: 229: * (% style="font-size: 16pt;" %)learning needs to account for **distributed cognition **requiring to combine knowledge in the head with knowledge in the world ?// **learning on demand, using on demand, Envisionment and Discovery Collaboratory** // 230: 231: * (% style="font-size: 16pt;" %)learning is affected as much by **motivational issues **as by cognitive issues ? //**gift cultures, an interest is a terrible thing to waste, long tail learning**// 232: 233: * (% style="font-size: 16pt;" %)**learning and teaching are not inherently linked** ? **learning when the answer is not known, informed participation** 234: 235: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 236: (% style="font-size: 1.4em;" %)**Hand-Held Calculators — What Do Learning Scientists Have to Say?** 237: 238: * (% style="font-size: 16pt;" %)**position 1:** ignore the existence of the gadget; we are not interested in technology, but in important mathematical skills — do //**not use**// hand-held calculators in schools 239: 240: * (% style="font-size: 16pt;" %)**position 2: **keep the curriculum the same, make children learn arithmetic, multiplication tables, long division, drawing square root by hands —//**after** // they have it all mastered, allow the use of hand-held calculators. 241: 242: * (% style="font-size: 16pt;" %)**position 3: **create new calculators, new curricula, new scaffolding mechanisms that make learning these skills more fun and create a deeper understanding of underlying concepts — using these hand-held calculators, the learners would acquire the skills and the knowledge and eventually become //**independent**// of the gadget (“scaffolding with fading”, “tools for learning”) 243: 244: * (% style="font-size: 16pt;" %)**position 4: **find new ways to //**distribute responsibilities between humans and machines**// such that humans do the qualitative reasoning, use estimation skills, relate the mathematical result to the real world and machines do the detailed quantitative computations (“distributed intelligence”, “tools for living”) 245: 246: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 247: (% style="font-size: 23pt;" %)**Basic Skills in the 21^^st^^ Century?** 248: 249: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 250: (% style="font-size: 16pt;" %)<source: John Anderson in Cognitive Science Panel 1993 about “learning on demand”> 251: 252: 253: * (% style="font-size: 16pt;" %)If most job-relevant knowledge must be learned on demand what is the role for **basic education?** 254: 255: * (% style="font-size: 16pt;" %)consider the role of **a traditional high school mathematics education** 256: 257: * \\ 258: ** (% style="font-size: 1.2em;" %)there is a general perception that American children are poorly prepared in mathematics and that this is part of the reason for our lack of international competitiveness 259: ** (% style="font-size: 1.2em;" %)the kind of mathematics that American schools fail at teaching (and which other countries excel at) has increasingly little relationship to work performance 260: ** (% style="font-size: 1.2em;" %)almost all of the mathematics that students learn in traditional high school mathematics is **job-irrelevant** (e.g., doing proofs in geometry) or now **automated** (e.g., algebraic symbol manipulation). 261: ** (% style="font-size: 1.2em;" %)most people's on-the-job contact with mathematics (if they have any) will be in using tables and software packages based on mathematics 262: 263: * (% style="font-size: 16pt;" %)perhaps 264: 265: * \\ 266: ** (% style="font-size: 1.2em;" %)the function of a high-school mathematics education is to **train students to intelligently use these mathematical artifacts** 267: ** (% style="font-size: 1.2em;" %)perhaps we need only **teach traditional mathematics to a small minority of the population** who will maintain these systems 268: 269: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 270: (% style="font-size: 23pt;" %)**Old Model: Learn in School what is Needed in Life** 271: 272: 273: (% class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 274: (% style="font-size: 20pt;" %)**school life** 275: 276: 277: 278: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 279: [[image:output_html_35bf042b.gif||border="0" height="179" name="graphics6" width="787"]] 280: 281: 282: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 283: (% style="font-size: 23pt;" %)**Problem with the Old Model in Today’s World 284: — 285: Coverage and Obsolescence 286: **(%%) 287: \\ 288: 289: (% class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 290: (% style="font-size: 20pt;" %)**school life** 291: 292: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-bottom: 0in; line-height: 0.25in;" %) 293: [[image:output_html_7cd07f8b.gif||border="0" height="234" name="graphics7" width="768"]] 294: 295: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 296: (% style="font-size: 23pt;" %)**Distributed Cognition** 297: 298: * (% style="font-size: 1.4em;" %)**claim//~://** distributed intelligence provides an effective theoretical framework for understanding what humans can achieve and how artifacts, tools, and socio-technical environments can be designed and evaluated to empower humans beings and changing tasks 299: 300: * (% style="font-size: 1.4em;" %)**forms of distribution**: 301: 302: * \\ 303: ** (% style="font-size: 16pt;" %)between internal and external structures 304: (%%)*** (% style="font-size: 16pt;" %)internal structures: memory, attention, executive function (internal scripts)(%%)** 305: *** (% style="font-size: 16pt;" %)external resources: artifacts, oeuvres, tools (external scripts) 306: ** (% style="font-size: 16pt;" %)across the members of a social group ? leading to social creativity, facilitated by systems such as the EDC 307: ** (% style="font-size: 16pt;" %)throughout time (design time / use time, meta-design, long-term, indirect collaboration) 308: 309: * (% style="font-size: 1.4em;" %)claim: working with people with **cognitive disabilities** 310: 311: * (% style="font-size: 16pt;" %)creates new unique challenges for theories about distributed intelligence 312: * (% style="font-size: 16pt;" %)provides a deeper understanding of distributed intelligence 313: 314: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 315: (% style="font-size: 23pt;" %)**Distributed Cognition** 316: 317: * (% style="font-size: 1.4em;" %)**traditional view:** 318: 319: * (% style="font-size: 16pt;" %)human cognition has been seen as existing solely ‘inside’ a person’s head 320: * (% style="font-size: 16pt;" %)studies on cognition have disregarded the social, physical, and artifactual surroundings in which cognition takes place 321: 322: * (% style="font-size: 1.4em;" %)**claim: **in real life (in contrast to the classroom and the psychological laboratory) mental work is rarely done without the assistance of tools 323: 324: * (% style="font-size: 1.4em;" %)**differentiate between: **Tools for Living (% style="font-family: Wingdings;" %)??(%%) Tools for Learning 325: 326: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 327: (% style="font-size: 23pt;" %)**Tools for Living **(% style="font-family: Wingdings;" %)**??**(%%)** Tools for Learning** 328: 329: (% border="1" bordercolor="#000080" cellpadding="6" cellspacing="0" width="779" %) 330: (% valign="TOP" %)|(% bgcolor="#000080" width="252" %)|(% bgcolor="#000080" width="230" %)(% style="font-size: 16pt;" %)**Tools for Living**|(% bgcolor="#000080" width="258" %)(% style="font-size: 16pt;" %)**Tools for Learning** 331: (% valign="TOP" %)|(% width="252" %)(% style="font-size: 16pt;" %)Definition|(% width="230" %)(% style="font-size: 16pt;" %)do task with tools|(% width="258" %)(% style="font-size: 16pt;" %)do tasks without tools 332: (% valign="TOP" %)|(% width="252" %)(% style="font-size: 16pt;" %)Examples|(% width="230" %)(% style="font-size: 16pt;" %)eye glasses, phone, radar, cockpits, scuba diving gear|(% width="258" %)(% style="font-size: 16pt;" %)spelling correctors, hand-held calculators, tricycles, wizards, 333: (% valign="TOP" %)|(% width="252" %)(% style="font-size: 16pt;" %)people with disabilities|(% width="230" %)(% style="font-size: 16pt;" %)spelling correctors, hand-held calculators, tricycles, wizards|(% width="258" %)(% style="font-size: 16pt;" %)learning Braille, learning how to use prompts, learning a bus route 334: (% valign="TOP" %)|(% width="252" %)(% style="font-size: 16pt;" %)prompting systems (MAPS)|(% width="230" %)(% style="font-size: 16pt;" %)for people with memory problems (disabilities, elderly)|(% width="258" %)(% style="font-size: 16pt;" %)for people without memory problems (but: people use calendars on paper, reminding systems) 335: (% valign="TOP" %)|(% width="252" %)(% style="font-size: 16pt;" %)distributed cognition perspective|(% width="230" %)(% style="font-size: 16pt;" %)resource rich (professional life)|(% width="258" %)(% style="font-size: 16pt;" %)become independent of external resources (school) 336: 337: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 338: (% style="font-size: 23pt;" %)**Over-Reliance on Tools for Living** 339: 340: (% class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.03in; margin-bottom: 0.03in; line-height: 0.25in;" %) 341: [[image:output_html_m6a881c7a.png||border="0" height="476" name="graphics8" width="760"]] 342: 343: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 344: (% style="font-size: 23pt;" %)**Assessment Dimensions** 345: 346: * (% style="font-size: 1.4em;" %)**over-reliance on tools for living** (% style="font-family: Wingdings;" %)?(%%) does it lead to //learned helplessness// and //deskilling//, ruining the users native abilities by making them dependent on the tool? 347: 348: * (% style="font-size: 1.4em;" %)**beyond human capabilities** (% style="font-family: Wingdings;" %)?(%%) under which conditions are tools for learning (and the associated “scaffolding with fading”) simply out of the question (e.g. advanced visualization tools, simulation tools, critiquing tools, …. that //complement// human cognitive abilities and thereby preclude internalization of the functions they provide)? 349: 350: * (% style="font-size: 1.4em;" %)**values in our culture **(% style="font-family: Wingdings;" %)**?**(%%)** **how do new cultural values change our thinking about tools for living versus tools for learning in a world that is characterized by pervasive computing, always-on Internet access, reliable service networks, and sufficient level of technological fluency? 351: 352: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 353: (% style="font-size: 23pt;" %)**New Possibility for 21^^st^^ Century Learningscapes** 354: 355: 356: * (% style="font-size: 1.4em;" %)**a hybrid model of learning **(% style="font-family: Wingdings;" %)**?**(%%)** combine** 357: 358: * (% style="font-size: 16pt;" %)//the power of passion-based participation in niche communities of practice 359: ? the tail of the long tail// 360: * (% style="font-size: 16pt;" %)//core curriculum for teaching the rigorous thinking and argumentation specific to that field ? the head of the long tail// 361: 362: * (% style="font-size: 1.4em;" %)assumption: given the **nearly infinite number of niche communities** that exist on the net (% style="font-family: Wingdings;" %)?(%%) nearly every student of any age will find something that he or she is passionate about 363: 364: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 365: (% style="font-size: 23pt;" %)**Learners and Teachers** 366: 367: 368: 369: 370: 371: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in;" %) 372: [[image:output_html_1dfe7b39.gif||border="0" height="199" name="graphics9" width="759"]] 373: 374: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 375: (% style="font-size: 23pt;" %)**School and Cultural Literacy** 376: 377: 378: 379: 380: 381: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.03in; margin-bottom: 0.03in; line-height: 100%;" %) 382: [[image:output_html_m72b2c5a0.gif||border="0" height="210" name="graphics10" width="795"]] 383: 384: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 385: (% style="font-size: 23pt;" %)**Teacher, Learner = f{person} **(% style="font-family: Wingdings;" %)**?**(%%)** (% style="color: rgb(0, 0, 255);" %)f {context}(%%)** 386: 387: * (% style="font-size: 1.4em;" %)today’s students are (% style="color: rgb(0, 0, 255);" %)//**“digital natives”**//(%%)— they engage in Facebook, Second Life, Flickr, YouTube, World of Warcraft, Wikipedia, Open Source 388: 389: * (% style="font-size: 1.4em;" %)exploit the **“symmetry of ignorance”** as a source of power 390: 391: (% align="CENTER" class="western" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.03in; margin-bottom: 0.03in; line-height: 100%;" %) 392: [[image:output_html_73ec1110.gif||border="0" height="275" name="graphics11" width="760"]] 393: 394: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 395: (% style="font-size: 23pt;" %)**Areas of Tension in Technology Enhanced Learning** 396: 397: 398: 399: * (% style="font-size: 1.4em;" %)data tracking for personalized learning (% style="font-family: Wingdings;" %)??(%%) data privacy 400: 401: * (% style="font-size: 1.4em;" %)digital divide despite technology spread 402: 403: * (% style="font-size: 1.4em;" %)ubiquitous learning opportunities (% style="font-family: Wingdings;" %)??(%%) focused and critical processing of information 404: 405: * (% style="font-size: 1.4em;" %)approved practices (% style="font-family: Wingdings;" %)??(%%) continuous innovation in the classroom 406: 407: * (% style="font-size: 1.4em;" %)individual learning paths (% style="font-family: Wingdings;" %)??(%%) standardized learning paths 408: 409: (% align="CENTER" style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.06in; margin-bottom: 0.17in; line-height: 0.25in; page-break-before: always;" %) 410: (% style="font-size: 23pt;" %)**Outsourcing — Will CS Students find a Job in the USA?** 411: 412: 413: * (% style="font-size: 1.4em;" %)**an emerging question** for prospective computer science students: //“if the heart and soul of computing (programming) is being auctioned off to the lowest offshore bidder, what is the future for me?”// 414: 415: * (% style="font-size: 1.4em;" %)**question**: what will be the computing jobs, skills, and knowledge that are less likely to migrate offshore 416: 417: * (% style="color: rgb(0, 0, 0);" %)**my claim:** activities related to upstream activities: communication, collaboration, design, context, integration of problem framing and problem solving, deal with fuzzy and shifting requirements, satisfy customers (% style="font-family: Wingdings;" %)?(% style="color: rgb(0, 0, 0);" %) these are the difficult and important problems 418: 419: (% type="FOOTER" %) 420: ((( 421: (% style="margin-left: 0.25in; text-indent: -0.25in; margin-top: 0.1in; margin-bottom: 0in; line-height: 0.25in;" %) 422: (% style="font-size: 0.8em;" %)Fischer & Eden & Dick 31 HCC Course, Fall 2010 423: )))
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